diff --git a/scripts/aidlc-codereview/.gitignore b/scripts/aidlc-codereview/.gitignore new file mode 100644 index 00000000..3ec9f727 --- /dev/null +++ b/scripts/aidlc-codereview/.gitignore @@ -0,0 +1,45 @@ +# OS +.DS_Store +Thumbs.db + +# IDEs +.idea/ +.vscode/ +*.swp +*.swo +*~ + +# Dev tooling +.claude/ +.kiro/ + +# Environment +.env +.env.* +!.env.example + +# Python +__pycache__/ +*.py[cod] +*.egg-info/ +.mypy_cache/ +.ruff_cache/ +dist/ +build/ +.venv/ +venv/ + +# Node +node_modules/ +npm-debug.log* + +# Logs +*.log + +# Generated reports and test output +reports/ + +# Tool wrappers (auto-generated by the agent at runtime) +src/code_reviewer/tools/*.py +!src/code_reviewer/tools/__init__.py +!src/code_reviewer/tools/registry.py diff --git a/scripts/aidlc-codereview/CHANGELOG.md b/scripts/aidlc-codereview/CHANGELOG.md new file mode 100644 index 00000000..94efc025 --- /dev/null +++ b/scripts/aidlc-codereview/CHANGELOG.md @@ -0,0 +1,17 @@ +# Changelog + +## 0.2.0 (2026-05-18) + +### Changed + +- Repackaged into `src/` layout matching aidlc-workflows conventions +- Externalized config files to `config/` directory (agent-config.yaml, review-config.yaml, prompts) +- Switched build backend from setuptools to hatchling +- Added `uv.lock` for reproducible installs +- Added NOTICE file with third-party attributions + +### Features + +- Technical report: static analysis tools + AI-powered critical findings + structure critique +- Business logic report: AI-driven domain review with consistency checking +- Auto-generation of tool wrappers via Amazon Bedrock diff --git a/scripts/aidlc-codereview/LICENSE b/scripts/aidlc-codereview/LICENSE new file mode 100644 index 00000000..734e9950 --- /dev/null +++ b/scripts/aidlc-codereview/LICENSE @@ -0,0 +1,16 @@ +MIT No Attribution + +Copyright 2026 Amazon.com, Inc. or its affiliates + +Permission is hereby granted, free of charge, to any person obtaining a copy of this +software and associated documentation files (the "Software"), to deal in the Software +without restriction, including without limitation the rights to use, copy, modify, +merge, publish, distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, +INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A +PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT +HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/scripts/aidlc-codereview/NOTICE b/scripts/aidlc-codereview/NOTICE new file mode 100644 index 00000000..3ff6f882 --- /dev/null +++ b/scripts/aidlc-codereview/NOTICE @@ -0,0 +1,14 @@ +AIDLC Code Reviewer +Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. + +This project uses the following third-party tools (installed separately by the user): +- Bandit (Apache 2.0) — Python security linter +- Ruff (MIT) — Python linter +- Mypy (MIT) — Python type checker +- Semgrep (LGPL 2.1) — Multi-language static analysis +- PMD (BSD-style) — Java static analysis +- Checkstyle (LGPL 2.1) — Java style checker +- ESLint (MIT) — JavaScript/TypeScript linter +- Gitleaks (MIT) — Secret detection + +This project uses Amazon Bedrock for AI-powered analysis. diff --git a/scripts/aidlc-codereview/README.md b/scripts/aidlc-codereview/README.md new file mode 100644 index 00000000..36bfcce6 --- /dev/null +++ b/scripts/aidlc-codereview/README.md @@ -0,0 +1,159 @@ +# AIDLC Code Reviewer + +Automated, language-agnostic code quality analysis for code assets generated +through the AI Development Lifecycle (AIDLC). Runs static analysis tools, +AI-powered critical code analysis, and business logic review — then produces +structured HTML and Markdown reports. + +## Quick Start + +```bash +cd scripts/aidlc-codereview + +# Install with uv (recommended) +uv sync + +# Or install with pip +pip install -e . + +# Run a review +aidlc-code-reviewer ./path/to/code +``` + +## Prerequisites + +- **Python 3.11+** +- **AWS credentials** with Amazon Bedrock access (for AI-powered analysis) +- **Java JDK 17+** (optional, for Java tools) + +See [docs/SETUP.md](docs/SETUP.md) for full installation and configuration details. + +## What It Does + +The tool runs in two parallel tracks: + +**Technical Analysis** — static tools + AI critique: + +- Security scanning (bandit, semgrep, gitleaks) +- Linting and type checking (ruff, mypy, checkstyle, eslint) +- Complexity, duplication, and dead code analysis +- AI-powered critical code findings (COMPUTATION, CONTROL_FLOW, DATA_TRANSFORM) +- Code structure critique across 6 dimensions (logging, scalability, efficiency, + complexity, measurability, structure) + +**Business Logic Analysis** — AI-driven domain review: + +- Identifies business rules, formulas, pricing logic, state machines, and 10 other + domain categories +- Flags every finding for human review regardless of tool results +- Cross-checks for self-consistency (constant drift, logic divergence, naming + mismatches) + +## Reports + +Three report files are generated: + +| Report | Format | Purpose | +| ---------------------------------- | --------------- | ------------------------------------------------------------------- | +| `code_review_summary_*.html` | HTML | Entry point — two cards linking to detailed reports | +| `code_review_technical_*.html/.md` | HTML + Markdown | Static tool findings, critical code sections, structure critique | +| `code_review_business_*.html/.md` | HTML + Markdown | Business logic findings, consistency issues | + +Open the summary HTML first — it tells you where to start. + +## Usage + +```bash +# Default: both reports +aidlc-code-reviewer + +# Technical report only +aidlc-code-reviewer --technical-report + +# Business logic report only +aidlc-code-reviewer --business-report + +# Custom output directory +aidlc-code-reviewer -o ./my-reports + +# Skip auto-generation of missing tool wrappers +aidlc-code-reviewer --no-generate + +# Pre-flight check (verify AWS credentials and Bedrock access) +aidlc-code-reviewer --preflight + +# Verbose output +aidlc-code-reviewer -v +``` + +## Configuration + +### config/review-config.yaml + +Defines which tools to run. Just list tool names: + +```yaml +tools: + - bandit + - ruff + - mypy + - semgrep +``` + +The agent auto-generates a wrapper for each tool on first run (requires Amazon +Bedrock access). Generated wrappers are cached in `src/code_reviewer/tools/` for +subsequent runs. + +### config/agent-config.yaml + +Controls the Amazon Bedrock model and AWS settings: + +```yaml +agent: + model_id: "us.anthropic.claude-sonnet-4-6" + max_tokens: 16384 + +aws: + region: "us-east-1" +``` + +Environment variables `AWS_REGION`, `AWS_PROFILE`, and `BEDROCK_MODEL_ID` override +the YAML values. + +## Project Structure + +```text +scripts/aidlc-codereview/ +├── src/ +│ └── code_reviewer/ +│ ├── __init__.py # Package init, project root constants +│ ├── runner.py # CLI orchestration +│ ├── agent/ # AI agents (critical findings, structure, business logic) +│ ├── common/ # Shared utilities, models, report generation +│ └── tools/ # Tool registry and auto-generated wrappers +├── config/ +│ ├── agent-config.yaml # Agent/Bedrock configuration +│ ├── review-config.yaml # Tool configuration +│ └── prompts/ # System prompts for AI agents +├── docs/ +│ └── SETUP.md # Detailed setup guide +├── pyproject.toml +├── README.md +├── CHANGELOG.md +├── LICENSE +└── NOTICE +``` + +## Documentation + +See [docs/SETUP.md](docs/SETUP.md) for: + +- AWS credential configuration (IAM roles, SSO, profiles) +- Amazon Bedrock model access setup +- CLI usage and flags +- How auto-generation works +- Troubleshooting + +## License + +MIT-0 (MIT No Attribution) diff --git a/scripts/aidlc-codereview/config/agent-config.yaml b/scripts/aidlc-codereview/config/agent-config.yaml new file mode 100644 index 00000000..b1013323 --- /dev/null +++ b/scripts/aidlc-codereview/config/agent-config.yaml @@ -0,0 +1,52 @@ +# AIDLC Code Reviewer — Agent Configuration +# +# Controls the AI-powered features: critical findings analysis, +# code structure critique, and auto-generation of tool wrappers. +# +# Requires: pip install -e . +# +# All settings here can be overridden by environment variables +# (see "Environment overrides" comments below). + +# Security Considerations: Select an AWS region that meets your +# data residency and compliance requirements. Code analyzed by +# this tool is transmitted to Amazon Bedrock endpoints in the +# configured region. Customers are responsible for ensuring this +# aligns with their data governance policies. AWS secures data in +# transit and at rest within Bedrock; customers must classify data +# appropriately before analysis. + +agent: + # Amazon Bedrock model ID or inference profile ID. + # Must have model access enabled in the Amazon Bedrock console. + # Override with: export BEDROCK_MODEL_ID= + model_id: "us.anthropic.claude-sonnet-4-6" + + # Maximum response tokens for LLM calls. + max_tokens: 16384 + + # How many times to retry wrapper generation if verification fails. + # Each retry feeds the errors back to the LLM for self-correction. + max_retries: 2 + +aws: + # AWS region where Amazon Bedrock is available. + # Override with: export AWS_REGION= + region: "us-east-1" + + # Named AWS CLI profile (from ~/.aws/credentials or ~/.aws/config). + # Set to null to use the default credential chain (env vars, IAM role, SSO). + # Override with: export AWS_PROFILE= + profile_name: null + +doc_fetch: + # When generating a wrapper for an unknown tool, the agent can fetch + # the tool's documentation to improve the quality of the generated code. + enabled: true + + # HTTP timeout (seconds) for fetching tool documentation pages. + timeout_seconds: 10 + + # Max characters of documentation text to include in the prompt. + # Larger values give the LLM more context but increase token usage. + max_doc_length: 8000 diff --git a/scripts/aidlc-codereview/config/prompts/business-logic-review.md b/scripts/aidlc-codereview/config/prompts/business-logic-review.md new file mode 100644 index 00000000..28bdbc93 --- /dev/null +++ b/scripts/aidlc-codereview/config/prompts/business-logic-review.md @@ -0,0 +1,222 @@ +# Business Logic Review — Human Review Checkpoint Agent + +You are a **principal engineer** performing a business logic review. +Your job: identify code sections that encode **core business rules, formulas, +and domain logic** so a human reviewer knows exactly what to inspect — even when +every static analysis tool reports zero findings. + +> "What should a human review to gain confidence this software does what the +> business intends it to do?" + +--- + +## Two Levels of Analysis + +### Level 1 — Identification + +Locate every section of code that implements a business rule, formula, or +domain-specific decision. Flag it for human review with a clear description +of **what business behavior it controls**. + +### Level 2 — Self-Consistency + +Compare the flagged sections **against each other** within the codebase. +Report any inconsistencies: different constants for the same concept, conflicting +branching logic, duplicate implementations that disagree, or naming that implies +one behavior while the code does another. + +--- + +## Detection Taxonomy + +Flag code that falls into any of these categories. Each category includes +detection signals — patterns to look for in the source code. + +### 1. FINANCIAL_FORMULA — Coded Math & Financial Calculations + +- Interest rates, APR/APY conversions, amortization schedules +- Tax computations (rate application, bracket logic, inclusive vs exclusive) +- Pricing formulas, margin calculations, fee structures +- Currency conversions, FX rate application +- **Detection signals**: arithmetic operators on money values, hardcoded rates/constants, + `Decimal`/`BigNumber` arithmetic, functions named `calc_*`/`compute_*`/`calculate_*` + +### 2. SCORING_AND_RANKING — Algorithms That Produce Scores or Rankings + +- Credit scoring, risk scoring, eligibility scoring +- Grade calculations, weighted averages, GPA computations +- Search ranking, recommendation weights, priority scores +- **Detection signals**: weighted sums, score normalization, threshold comparisons, + `weight`, `score`, `rank`, `grade` in variable/function names + +### 3. PRICING_AND_DISCOUNT — Price Determination & Promotional Logic + +- Discount stacking order (percentage before flat? which applies first?) +- Coupon/promotion eligibility and mutual exclusivity rules +- Volume/tier pricing breakpoints +- "Best price" or "best discount" selection logic +- **Detection signals**: discount application sequences, `min()`/`max()` on prices, + promotion rule iteration, coupon validation chains + +### 4. BUSINESS_RULE — Decision Trees & Eligibility Logic + +- If/then/else chains that determine accept/reject outcomes +- Enrollment eligibility, qualification checks, approval gates +- Age verification, geographic restrictions, waiting periods +- Policy rules encoded as conditionals (insurance, lending, compliance) +- **Detection signals**: multi-branch conditionals on domain fields, threshold checks + with business-meaningful values, functions named `is_eligible`/`check_*`/`validate_*` + +### 5. STATE_MACHINE — Lifecycle & Workflow Transitions + +- Order status transitions (pending -> paid -> shipped -> delivered) +- Account lifecycle (active, suspended, closed) +- Claim/ticket state management and valid transition rules +- **Detection signals**: status/state enum comparisons, transition validation, + `status` field updates, state-dependent behavior branching + +### 6. ROUNDING_AND_PRECISION — Numeric Precision in Business Context + +- Rounding mode selection (half-up, half-even/banker's, truncation) +- Order of operations — rounding before vs after aggregation +- Precision loss in multi-step financial calculations +- **Detection signals**: `round()`, `toFixed()`, `ROUND_*` constants, + `float` used for currency, `decimalPlaces`, precision parameters + +### 7. BOUNDARY_CONDITION — Domain-Significant Thresholds + +- Tax bracket boundaries (> vs >=) +- Regulatory reporting thresholds (e.g., $10,000 BSA/AML) +- Rate tier cutoffs, volume break-points +- Date-based cutoffs (fiscal year, enrollment windows) +- **Detection signals**: comparison operators at hardcoded thresholds, + boundary values in constants, tier/bracket lookup logic + +### 8. DATA_MAPPING — Business-Meaningful Data Transformations + +- Field mapping between systems (different names for same concept) +- Unit conversions with business impact (cents vs dollars, kg vs lbs) +- External ID translation (routing numbers, account codes, SKUs) +- Schema migrations that change business semantics +- **Detection signals**: mapping dicts/objects, unit conversion functions, + cross-service data translation, field rename operations + +### 9. TEMPORAL_LOGIC — Time-Dependent Business Rules + +- Proration calculations (partial-period billing, partial-year tax) +- Business day calculations (excluding weekends/holidays) +- Effective date / expiration date logic +- Timezone-sensitive cutoffs (end of business day, market close) +- **Detection signals**: date arithmetic, calendar/business-day functions, + timezone handling, fiscal period calculations + +### 10. RECONCILIATION — Multi-Party Balance & Consistency + +- Double-entry bookkeeping logic +- Payment waterfall application order +- Refund calculations (must mirror original charge structure) +- Marketplace commission/payout splits +- **Detection signals**: debit/credit pairs, balance assertions, + fee split calculations, refund-mirrors-charge patterns + +--- + +## Self-Consistency Checks (Level 2) + +After identifying all business logic sections, cross-reference them and report: + +1. **Constant Drift** — Same business value defined in multiple places with different + values (e.g., tax rate 0.0825 in one file, 0.085 in another) +2. **Logic Divergence** — Same business rule implemented differently in two code paths + (e.g., discount applied before tax in checkout but after tax in refund) +3. **Naming Mismatch** — Variable/function name implies one behavior, code does another + (e.g., `calculate_net_price` actually returns gross price) +4. **Redundant Implementation** — Same calculation exists in multiple places and could + diverge over time + +--- + +## Input + +You will receive: + +1. **SOURCE CODE** — the full codebase being reviewed + +--- + +## Output Format + +Return **ONLY** a JSON object with three keys. No markdown fences, no explanation. + +```json +{ + "executive_summary": "2-3 sentence high-level assessment: what kinds of business logic were found, how many areas need human review, and the most important thing the reviewer should focus on first.", + "findings": [ + { + "category": "FINANCIAL_FORMULA | SCORING_AND_RANKING | PRICING_AND_DISCOUNT | BUSINESS_RULE | STATE_MACHINE | ROUNDING_AND_PRECISION | BOUNDARY_CONDITION | DATA_MAPPING | TEMPORAL_LOGIC | RECONCILIATION", + "title": "Short, meaningful title for this finding (e.g. 'Tax Rate Calculation', 'Order Status Transitions', 'ACH Routing Validation')", + "file": "relative/path/to/file.py", + "start_line": 42, + "end_line": 58, + "what_it_does": "One sentence: what business behavior this code controls", + "review_guidance": "One sentence: what specifically the human reviewer should verify", + "code_block": "the exact source code lines", + "risk_if_wrong": "One sentence: business impact if this code has a bug" + } + ], + "consistency_issues": [ + { + "issue_type": "CONSTANT_DRIFT | LOGIC_DIVERGENCE | NAMING_MISMATCH | REDUNDANT_IMPLEMENTATION", + "description": "One sentence describing the inconsistency", + "locations": [ + {"file": "path/a.py", "start_line": 10, "end_line": 15}, + {"file": "path/b.py", "start_line": 30, "end_line": 40} + ], + "code_blocks": ["exact code from location 1", "exact code from location 2"], + "recommended_action": "One sentence: what the developer should do" + } + ] +} +``` + +## Field Definitions + +### findings[] + +- `category` — Which taxonomy category this falls into +- `title` — Short, meaningful name for this finding. Should read like a section heading + (e.g. "Tax Rate Calculation", "Discount Stacking Order", "ACH Routing Validation"). + NOT a generic label like "Business Rule #1". +- `file`, `start_line`, `end_line` — Exact location +- `what_it_does` — Plain-English description of the business behavior. A PM should understand this. +- `review_guidance` — Tell the human reviewer **what to check**. Not "review this code" but + "verify the tax rate constant matches the current rate for the jurisdiction" or + "confirm the discount stacking order matches the business requirements document" +- `code_block` — The exact source lines, not paraphrased +- `risk_if_wrong` — Business impact in concrete terms (money, data, compliance, user experience) + +### consistency_issues[] + +- `issue_type` — Which self-consistency check failed +- `locations` — The two (or more) code locations that are inconsistent +- `code_blocks` — The exact code from each location for side-by-side comparison +- `recommended_action` — Concrete fix suggestion + +## Rules + +- Return `{"findings": [], "consistency_issues": []}` if nothing is found +- Keep all text fields to ONE sentence — the reviewer is scanning, not reading essays +- `code_block` must be the **exact** source lines, not paraphrased +- Sort findings by category, then file path, then start_line +- Do NOT flag trivial code (config loading, import statements, logging setup, test assertions) +- Do NOT flag general code quality issues — that is a different agent's job +- Focus on code where **a human needs domain knowledge to verify correctness** +- Every finding MUST have actionable `review_guidance` — generic "review this" is useless +- For `consistency_issues`, only report genuine inconsistencies, not intentional variations + (e.g., a checkout tax calculation and a refund tax calculation may legitimately differ) +- Prefer fewer, high-quality findings over many low-value ones. Aim for the 5-20 findings + that matter most, not an exhaustive list of every conditional. + +## SOURCE CODE + +INSERT_SOURCE_CODE diff --git a/scripts/aidlc-codereview/config/prompts/critical-findings-v1.md b/scripts/aidlc-codereview/config/prompts/critical-findings-v1.md new file mode 100644 index 00000000..87779ab0 --- /dev/null +++ b/scripts/aidlc-codereview/config/prompts/critical-findings-v1.md @@ -0,0 +1,156 @@ +# Critical Code Findings — Senior Review Agent + +You are a **senior software engineer** performing a critical code review. +Your job: identify code sections that **require mandatory human review** because +they carry high technical risk if implemented incorrectly. + +## Your Lens + +> "As a senior developer, I want to highlight critical **technical** code that +> needs immediate attention — things a static analysis tool might miss." + +## Three Categories to Flag + +### 1. COMPUTATION — Dangerous Technical Computations + +- Cryptographic calculations, hash comparisons, signature verification +- Numeric precision bugs: float arithmetic where exactness matters, integer overflow, off-by-one in algorithms +- Concurrency-sensitive calculations (race conditions in counters, balances, sequences) +- **Why**: A subtle technical error can silently produces wrong results + +### 2. CONTROL_FLOW — Dangerous Control Flow + +- Authentication / authorization gates (who can access what) +- Security-sensitive validation (input sanitization, injection prevention, privilege escalation checks) +- Error handling paths that silently swallow failures or skip critical steps +- Retry / idempotency logic where failure means duplicate side effects +- **Why**: A missed branch or wrong condition creates a security or reliability gap + +### 3. DATA_TRANSFORM — Data Inversions & Format Conversions + +- JSON ↔ YAML, XML ↔ dict, CSV parsing/generation +- Database → in-memory structure hydration (especially hierarchical data) +- Schema migrations, ETL transforms, serialization/deserialization +- **Why**: Silent data loss or corruption during conversion + +## Input + +You will receive: + +1. **SOURCE CODE** — the full codebase being reviewed +2. **TOOL FINDINGS** — structured findings from static analysis tools (bandit, ruff, mypy, etc.) +3. **FLAGGED FILES** — files that tools already flagged with errors + +## Instructions + +1. **Read the entire codebase** to understand the domain and architecture +2. **Cross-reference tool findings** with the source code +3. **Identify critical sections** that fall into the three categories above +4. For each critical section, extract the **exact code block** and note any **related tool errors** + +## Output Format + +Return **ONLY** a JSON array. No markdown fences, no explanation, no preamble. + +Each element must have exactly these fields: + +```json +{ + "category": "COMPUTATION | CONTROL_FLOW | DATA_TRANSFORM", + "file": "relative/path/to/file.py", + "start_line": 42, + "end_line": 58, + "highlight_lines": [45, 46, 51], + "verdict": "One-line summary of what this code does and why it needs review", + "code_block": "the exact source code lines", + "why_critical": "Brief reason a human must verify this", + "recommended_action": "One concrete action the developer should take to fix or verify this", + "related_tool_findings": [ + { + "tool": "bandit", + "rule_id": "B105", + "severity": "HIGH", + "message": "the tool's error message" + } + ] +} +``` + +### `highlight_lines` field + +- An array of **absolute line numbers** (matching the file) that are the specific problematic lines within the code block +- These are the lines that are the root cause or most critical part of the finding +- Must be a subset of the range `[start_line, end_line]` +- If the entire block is equally problematic, include all line numbers in the range + +```text + +## Severity Escalation + +Tool findings that are individually classified as MEDIUM by their respective +tools may, when **combined across multiple tools**, reveal a more severe issue. + +- When two or more tools flag the **same code region** (overlapping file + line range), + evaluate the **combined risk**. The intersection may warrant a higher effective + severity than any single tool assigned. +- Example: a linter flags a complex conditional (MEDIUM) and a security scanner flags + an input used in that same branch (MEDIUM) — together they may indicate a critical + vulnerability. +- When you escalate, include **all** contributing tool findings in `related_tool_findings`. +- Only include MEDIUM or higher tool findings. Do not include LOW or INFO. + +## Severity Escalation + +Tool findings that are individually classified as LOW or MEDIUM by their respective +tools may, when **combined across multiple tools**, reveal a more severe issue. + +- When two or more tools flag the **same code region** (overlapping file + line range), + evaluate the **combined risk**. The intersection may warrant a higher effective + severity than any single tool assigned. +- Example: a linter flags a complex conditional (MEDIUM) and a security scanner flags + an input used in that same branch (MEDIUM) — together they may indicate a critical + business-logic vulnerability. +- When you escalate, set `source` to `"tool_assisted"` and include **all** contributing + tool findings in `related_tool_findings`. + +## Filtering — What Does NOT Belong Here + +This section is for findings that carry **real business risk**. The following should +**not** appear as standalone critical findings: + +- Findings whose **only** related tool results are classified LOW or INFO by the + deterministic tools (e.g., missing comments, import ordering, naming conventions, + minor style warnings, low-confidence dead code). +- Pure style or cosmetic issues (formatting, whitespace, docstring presence). +- Informational notes with no actionable business impact. + +A LOW/INFO tool finding **may** appear in `related_tool_findings` if it is part of a +**combined escalation** with MEDIUM or higher findings in the same code region. It should +not be the sole reason a section is flagged as critical. + +## Rules + +- Return `[]` if no critical sections are found +- Keep `verdict` to ONE sentence — the reviewer is scanning, not reading essays +- Keep `why_critical` to ONE sentence +- Keep `recommended_action` to ONE sentence — a specific, concrete action (e.g. "Replace MD5 with bcrypt for password hashing") +- `code_block` must be the **exact** source lines, not paraphrased +- `related_tool_findings` can be empty `[]` if no tools flagged that area +- Only include MEDIUM or higher severity tool findings in `related_tool_findings` +- Sort results: COMPUTATION first, then CONTROL_FLOW, then DATA_TRANSFORM +- Within each category, sort by file path then start_line +- Do NOT flag trivial code (simple getters, config constants, imports) +- Do NOT surface findings driven solely by LOW or INFO tool results +- Focus on code where **a technical bug would cause security issues, data loss, or silent corruption** + +## SOURCE CODE + +INSERT_SOURCE_CODE + +## TOOL FINDINGS + +INSERT_TOOL_FINDINGS + +## FLAGGED FILES DETAIL + +INSERT_FLAGGED_FILES diff --git a/scripts/aidlc-codereview/config/prompts/structure-critique-v1.md b/scripts/aidlc-codereview/config/prompts/structure-critique-v1.md new file mode 100644 index 00000000..0b506563 --- /dev/null +++ b/scripts/aidlc-codereview/config/prompts/structure-critique-v1.md @@ -0,0 +1,136 @@ +# Code Structure Critique — AI Code Reviewer + +You are a **principal software engineer** performing a holistic code structure review. +Your job: evaluate the codebase across key quality dimensions and provide +**actionable, specific feedback** that a developer can act on immediately. + +## Your Lens + +> "As a principal engineer reviewing this codebase for production readiness, +> I need to assess whether this code is observable, scalable, efficient, +> maintainable, and well-structured." + +## Evaluation Dimensions + +Evaluate the codebase across ALL of the following dimensions: + +### 1. LOGGING — Observability & Logging + +- Are logs placed at the right points? (entry/exit of critical functions, error paths, state transitions) +- Are log levels used correctly? (DEBUG vs INFO vs WARNING vs ERROR) +- Is there enough context in log messages? (user IDs, request IDs, relevant state) +- Are sensitive values excluded from logs? (passwords, tokens, PII) +- Are there silent failures? (bare except, swallowed errors with no logging) + +### 2. MEASURABILITY — Metrics & Monitoring Readiness + +- Can you measure request latency, throughput, error rates from the code? +- Are there health check endpoints or readiness probes? +- Are business-critical operations instrumented? +- Can you tell when something goes wrong from the outside? + +### 3. SCALABILITY — Scale Readiness + +- Are there N+1 query patterns or unbounded loops? +- Is there hardcoded state that prevents horizontal scaling? +- Are database queries efficient? (missing indexes, full table scans) +- Are there connection pool or resource management issues? +- Is there proper pagination for list endpoints? + +### 4. EFFICIENCY — Performance & Resource Usage + +- Are there unnecessary computations or redundant operations? +- Is memory usage reasonable? (loading entire files/datasets into memory) +- Are there blocking I/O calls that should be async? +- Are expensive operations cached where appropriate? + +### 5. COMPLEXITY — Code Simplicity & Maintainability + +- Are there overly complex functions? (too many branches, deep nesting) +- Is the code DRY? (duplicated logic across files) +- Are responsibilities well-separated? (single responsibility principle) +- Are there magic numbers or hardcoded values that should be constants? +- Is error handling consistent and predictable? + +### 6. STRUCTURE — Architecture & Organization + +- Is the project structure logical and navigable? +- Are dependencies well-managed? (circular imports, tight coupling) +- Is there a clear separation of concerns? (routes vs business logic vs data access) +- Are interfaces/contracts well-defined? + +## Input + +You will receive: + +1. **SOURCE CODE** — the full codebase being reviewed +2. **TOOL FINDINGS** — structured findings from static analysis tools +3. **CRITICAL FINDINGS** — high-priority critical code sections already identified + +## Instructions + +1. Read the entire codebase to understand architecture and patterns +2. Evaluate each dimension above +3. Cross-reference with tool findings and critical findings for supporting evidence +4. For each issue, cite the EXACT file and line range with the relevant code +5. Provide ONE specific, actionable recommendation per issue + +## Output Format + +Return **ONLY** a JSON object. No markdown fences, no explanation, no preamble. + +```json +{ + "overall_summary": "2-3 sentence high-level assessment of the codebase structure", + "dimensions": [ + { + "dimension": "LOGGING | MEASURABILITY | SCALABILITY | EFFICIENCY | COMPLEXITY | STRUCTURE", + "rating": "GOOD | NEEDS_IMPROVEMENT | POOR", + "summary": "One-line assessment of this dimension", + "findings": [ + { + "file": "relative/path/to/file.py", + "start_line": 10, + "end_line": 25, + "highlight_lines": [14, 15, 22], + "issue": "One-line description of the specific problem", + "recommendation": "One-line actionable fix", + "code_block": "the exact source code lines" + } + ] + } + ] +} +``` + +### `highlight_lines` field + +- An array of **absolute line numbers** (matching the file) that are the specific problematic lines within the code block +- These are the lines that are the root cause or most critical part of the issue +- Must be a subset of the range `[start_line, end_line]` +- If the entire block is equally problematic, include all line numbers in the range + +## Rules + +- Return ALL 6 dimensions, even if rating is GOOD (with empty findings array) +- Keep `summary` to ONE sentence per dimension +- Keep `issue` and `recommendation` to ONE sentence each +- `code_block` must be the **exact** source lines, not paraphrased +- `findings` array can be empty `[]` for dimensions rated GOOD +- Sort findings within each dimension by severity (worst first) +- Do NOT flag trivial style issues (those belong in linting, not structure critique) +- Focus on issues that affect **production readiness, reliability, and maintainability** +- Be specific: "Add request_id to the log in auth_handler line 45" not "improve logging" +- Limit to the **top 5 most impactful findings per dimension** to keep the report scannable + +## SOURCE CODE + +INSERT_SOURCE_CODE + +## TOOL FINDINGS + +INSERT_TOOL_FINDINGS + +## CRITICAL FINDINGS + +INSERT_CRITICAL_FINDINGS diff --git a/scripts/aidlc-codereview/config/prompts/wrapper-generator-v1.md b/scripts/aidlc-codereview/config/prompts/wrapper-generator-v1.md new file mode 100644 index 00000000..a15d27ca --- /dev/null +++ b/scripts/aidlc-codereview/config/prompts/wrapper-generator-v1.md @@ -0,0 +1,78 @@ +--- +template: wrapper-generator +version: 1 +--- + +# Tool Wrapper Generator + +You are an expert Python developer generating a tool wrapper module for the AIDLC Code Reviewer static analysis framework. + +## Your Task + +Generate a **complete** Python module that wraps the CLI tool described below. The module must follow the exact patterns shown in the examples. Output ONLY the Python code wrapped in a ```python code block. + +--- + +## Data Models (common/models.py) + +These are the data classes your wrapper must use: + + + +--- + +## Utility Functions (common/utils.py) + +Use these helpers for running commands and checking tool availability: + + + +--- + +## Severity Classification Policy + +Follow this policy strictly when mapping tool-native severities: + + + +--- + +## Example Wrappers + +Study these examples carefully. Your generated wrapper must follow the same structure and conventions: + + + +--- + +## Tool to Wrap + +Generate a wrapper for this tool: + + + +--- + +## Tool Documentation + + + +--- + +## Output Requirements + +1. Generate a **COMPLETE** Python module (not a snippet or partial code) +2. Must define module-level constants: `CATEGORY`, `TOOL` or `TOOL_NAME`, `SUPPORTED_LANGUAGES` +3. Must define: `def run(target: Path) -> ToolResult` +4. Import from `code_reviewer.common.models` (Finding, Severity, ToolResult) and `code_reviewer.common.utils` (run_command, check_tool_installed) +5. Follow the severity mapping policy strictly -- non-security categories cap at MEDIUM +6. Handle gracefully: tool not installed, parse errors, empty output, command timeouts +7. Return `ToolResult(success=False, error=...)` on any failure +8. Parse the tool's actual CLI output format to extract findings +9. Wrap your entire response in a single ```python ...``` code block + +## CRITICAL Rules + +- **Never import the tool as a Python module.** Always invoke it as a subprocess via `run_command()`. Do NOT use `import pylint`, `import flake8`, etc. +- **Only use CLI flags you are 100% certain exist.** Use the bare minimum flags needed: the output format flag and the target path. Do NOT guess or invent flags. If you are unsure whether a flag exists, leave it out. +- **Keep the CLI invocation simple.** For example, for pylint: `["pylint", "--output-format=json", str(target)]` — nothing more. diff --git a/scripts/aidlc-codereview/config/review-config.yaml b/scripts/aidlc-codereview/config/review-config.yaml new file mode 100644 index 00000000..b315791f --- /dev/null +++ b/scripts/aidlc-codereview/config/review-config.yaml @@ -0,0 +1,27 @@ +# AIDLC Code Reviewer — Tool Configuration +# Add tool names to enable them. The agent auto-generates a wrapper +# for each tool on first run (requires Amazon Bedrock access). + +tools: + ## Python + - bandit + - ruff + - mypy + - radon + - vulture + # - semgrep + # - pylint + # - gitleaks + # - flake8 + # - pyflakes + + ## Java + - checkstyle + # - javac + # - pmd + + ## C# + # - dotnet + # - dotnet-sonarscanner + # - sonar-dotnet + # - semgrep \ No newline at end of file diff --git a/scripts/aidlc-codereview/docs/SETUP.md b/scripts/aidlc-codereview/docs/SETUP.md new file mode 100644 index 00000000..6906a65f --- /dev/null +++ b/scripts/aidlc-codereview/docs/SETUP.md @@ -0,0 +1,283 @@ +# AIDLC Code Reviewer - Setup Guide + +## Quick Start + +```bash +# Clone and enter the project +cd AIDLC-CodeReviewer + +# Create and activate a virtual environment +python3 -m venv .venv +source .venv/bin/activate # macOS / Linux +# .venv\Scripts\activate # Windows + +# Install the package +pip install -e . + +# Run a review +aidlc-code-reviewer ./src +``` + +This installs the CLI with all dependencies: Python static analysis tools (bandit, ruff, mypy, radon, vulture, semgrep) and the AI agent (strands-agents, boto3, pydantic, etc.) for auto-generating wrappers and producing AI-powered report sections. + +--- + +## Prerequisites + +### Python + +- **Python 3.11 or higher** is required (`pyproject.toml` specifies `>=3.11`) +- Verify with: `python3 --version` + +### AWS Credentials (required for agent features) + +The agent needs AWS credentials with Amazon Bedrock access. Choose the highest-priority option available to you. + +> **Note:** Under the AWS Shared Responsibility Model, you are responsible for securing your AWS credentials, configuring least-privilege IAM policies, and rotating credentials regularly. + +#### Priority order + +| Priority | Option | When to use | +| -------- | ---------------------------------- | ------------------------------------------------ | +| 1 | IAM Role (EC2 / ECS / Lambda) | Running on AWS compute | +| 2 | AWS IAM Identity Center (SSO) | Running from a workstation with org access | +| 3 | Named AWS profile with SSO | Local development against an SSO-enabled account | +| 4 | Named AWS profile with static keys | Local development without SSO (least preferred) | + +#### Priority 1: IAM Role (recommended for AWS compute) + +**Security control:** AWS STS issues temporary credentials to the compute resource via the instance metadata service. Credentials are automatically rotated approximately every 6 hours and are scoped to the role's trust and permission policies. No secrets are stored on disk. + +**Security improvement:** Eliminates long-term credential exposure entirely. Credential rotation is automatic with no developer action required. + +If running on Amazon EC2, Amazon ECS, or AWS Lambda, boto3 picks up the role credentials automatically — no configuration needed. Attach a role with `bedrock:InvokeModel` permission to your compute resource. + +#### Priority 2: AWS IAM Identity Center / SSO (recommended for workstations) + +**Security control:** AWS IAM Identity Center federates authentication through your identity provider (e.g., Okta, Azure AD) and issues short-lived credentials via AWS STS. Default session duration is 1–12 hours (configurable by your admin). Credentials are never written as long-term keys. + +**Security improvement:** Provides temporary credentials that expire automatically, enforces MFA through the identity provider, and centralizes access auditing in CloudTrail. + +```bash +aws configure sso +# Follow the prompts to authenticate via your identity provider. +# Then set the resulting profile: +export AWS_PROFILE=my-sso-profile +``` + +Or in `agent-config.yaml`: + +```yaml +aws: + profile_name: "my-sso-profile" +``` + +#### Priority 3–4: Named AWS profile (local development fallback) + +**Security control:** A named profile in `~/.aws/credentials` or `~/.aws/config`. When backed by SSO (Priority 3), it inherits the same temporary-credential benefits above. When backed by static access keys (Priority 4), credentials do not expire unless manually rotated. + +**Security improvement (SSO-backed):** Same as Priority 2 — temporary, auto-expiring credentials. + +**Security risk (static keys):** Credentials are long-lived and stored in plaintext on disk. If compromised, they remain valid until manually revoked. Use this only when SSO is unavailable, and rotate keys at least every 90 days. + +```bash +aws configure --profile my-profile +# Then set in agent-config.yaml: +# aws: +# profile_name: "my-profile" +# Or via environment variable: +export AWS_PROFILE=my-profile +``` + +> **Important:** Avoid static access keys whenever possible. Prefer IAM roles (Priority 1) or IAM Identity Center (Priority 2) for temporary, automatically rotated credentials. + +### Enable Amazon Bedrock Model Access + +In the AWS Console: + +1. Go to **Amazon Bedrock** > **Model access** +2. Request access to **Anthropic Claude Sonnet 4.6** (or your preferred model) +3. Wait for access to be granted (usually immediate for on-demand) + +The default model is `us.anthropic.claude-sonnet-4-6`. To change it: + +```yaml +# agent-config.yaml +agent: + model_id: "us.anthropic.claude-sonnet-4-6" +``` + +Or via environment variable: + +```bash +export BEDROCK_MODEL_ID=us.anthropic.claude-sonnet-4-6 +``` + +### Java Tools (optional) + +For Java analysis (PMD, PMD-CPD, Checkstyle, javac): + +- **Java JDK 17+**: `java --version` +- **PMD**: Download from [pmd.github.io](https://pmd.github.io/) or `brew install pmd` +- **Checkstyle**: `brew install checkstyle` or download the JAR + +These are only needed if you have Java tools in your `review-config.yaml` and Java files in your target. + +### Third-Party CLI Tools + +Each tool listed in `review-config.yaml` needs its CLI installed and on PATH for the wrapper to run it. Built-in Python tools (bandit, ruff, etc.) are installed as pip dependencies. External tools must be installed separately: + +| Tool | Install | Purpose | +| ---------- | ----------------------------- | ------------------------------------ | +| bandit | `pip install bandit` (auto) | Python security | +| ruff | `pip install ruff` (auto) | Python linting | +| mypy | `pip install mypy` (auto) | Python type checking | +| radon | `pip install radon` (auto) | Python complexity | +| vulture | `pip install vulture` (auto) | Python dead code | +| semgrep | `pip install semgrep` (auto) | Multi-language security | +| gitleaks | `brew install gitleaks` | Secret detection | +| pmd | `brew install pmd` | Java linting/complexity | +| checkstyle | `brew install checkstyle` | Java style | +| javac | Comes with JDK | Java compilation | +| pylint | `pip install pylint` | Python linting (no built-in wrapper) | + +Tools marked **(auto)** are installed automatically with `pip install -e .`. Others need manual installation. If a tool isn't installed, its wrapper returns an error and the tool is skipped. + +--- + +## Verify Setup + +```bash +aidlc-code-reviewer ./src --preflight +``` + +If you encounter `LLM invocation failed`, check your AWS credentials and Amazon Bedrock model access. + +--- + +## Configuration + +### review-config.yaml + +Defines which tools to run: + +```yaml +tools: + - pylint + - flake8 + - bandit +``` + +Just add a tool name to the list. If a built-in wrapper exists in `tools/`, it's used. Otherwise the agent generates one automatically. + +### agent-config.yaml + +Agent and Amazon Bedrock settings: + +```yaml +agent: + model_id: "us.anthropic.claude-sonnet-4-6" # Amazon Bedrock inference profile ID + max_tokens: 8192 # Max response tokens + max_retries: 2 # Retries on verification failure + +aws: + region: "us-east-1" # AWS region + profile_name: null # Named AWS profile (or null) +``` + +**Environment variable overrides** (take precedence over the YAML file): + +| Variable | Overrides | +| ------------------ | ------------------ | +| `AWS_REGION` | `aws.region` | +| `AWS_PROFILE` | `aws.profile_name` | +| `BEDROCK_MODEL_ID` | `agent.model_id` | + +--- + +## CLI Usage + +```bash +# Default: generates both technical and business logic reports +aidlc-code-reviewer + +# Technical report only (static tools + critical findings + structure critique) +aidlc-code-reviewer --technical-report + +# Business logic report only (AI-driven, skips static tools — faster) +aidlc-code-reviewer --business-report + +# Both flags = same as default +aidlc-code-reviewer --technical-report --business-report + +# With custom config +aidlc-code-reviewer --config my-config.yaml + +# Custom output directory (default: ./reports/) +aidlc-code-reviewer --output-dir ./my-reports + +# Disable auto-generation (skip tools without built-in wrappers) +aidlc-code-reviewer --no-generate +``` + +### Flags + +| Flag | Description | +| -------------------- | -------------------------------------------------------- | +| `` | Path to file or directory to analyze (required) | +| `-c`, `--config` | Path to review-config.yaml (default: built-in) | +| `-o`, `--output-dir` | Output directory for reports (default: `./reports/`) | +| `--technical-report` | Generate only the technical report (tools + AI critique) | +| `--business-report` | Generate only the business logic review report | +| `--no-generate` | Skip AI wrapper generation for unknown tools | +| `--preflight` | Run pre-flight checks for agent setup, then exit | +| `-v`, `--verbose` | Show detailed progress output | + +### Example Output + +```text +Activating AIDLC Code Reviewer... + Tools run: 5, Skipped: 2, Findings: 47 + Critical sections: 3 + Business logic findings: 12, Consistency issues: 2 + + Reports: + → Start here: reports/code_review_summary_20260421_143000.html + Technical (Markdown): reports/code_review_technical_20260421_143000.md + Technical (HTML): reports/code_review_technical_20260421_143000.html + Business Logic (Markdown): reports/code_review_business_20260421_143000.md + Business Logic (HTML): reports/code_review_business_20260421_143000.html +``` + +Open the summary HTML first — it links to the detailed reports. + +--- + +## How Auto-Generation Works + +When a tool in `review-config.yaml` has no built-in wrapper: + +1. **Doc Fetch** - Attempts to fetch the tool's documentation from known URLs or PyPI (non-blocking) +2. **Prompt Assembly** - Builds a prompt containing the project's data models, utility functions, severity policy, three example wrappers, and the tool's config +3. **LLM Call** - Sends the prompt to Amazon Bedrock (Claude Sonnet) via Strands SDK +4. **Code Extraction** - Parses the Python code from the LLM response +5. **Level 1 Verification (static)** - Checks syntax, imports, `run()` signature, required constants (`CATEGORY`, `TOOL`, `SUPPORTED_LANGUAGES`), and return type via dry run +6. **Retry** - If Level 1 fails, feeds errors back to the LLM and retries (up to 2 times) +7. **Level 2 Verification (live)** - If the tool CLI is on PATH, runs the wrapper against the actual target and validates the output structure +8. **Write & Register** - Saves the wrapper to `tools/.py` and registers it in memory +9. **Run** - The wrapper is immediately used for the current review + +Generated wrappers persist in the `tools/` directory and are reused on subsequent runs (no regeneration needed). + +--- + +## Troubleshooting + +| Symptom | Cause | Fix | +| --------------------------------------------------------- | ------------------------------------------------ | ----------------------------------------------------------------------------------------- | +| `Agent dependencies not installed` | Packages missing or corrupt install | Reinstall with `pip install -e .` | +| `LLM invocation failed: ValidationException` | Wrong model ID or no model access | Check `agent-config.yaml` model_id, enable access in Amazon Bedrock console | +| `LLM invocation failed: AccessDeniedException` | AWS credentials lack Amazon Bedrock permissions | Add `bedrock:InvokeModel` permission to your IAM policy | +| `Level 2 verification failed: Tool not installed` | Tool CLI not on PATH | Install the tool or add `.venv/bin` to PATH. Wrapper is still accepted (Level 1 passed). | +| `Generation failed: Could not extract valid Python code` | LLM response didn't contain parseable code | Retry, or try a different model via `BEDROCK_MODEL_ID` | +| Tool skipped with no message | `--no-generate` flag or no wrapper exists | Remove `--no-generate` flag | diff --git a/scripts/aidlc-codereview/pyproject.toml b/scripts/aidlc-codereview/pyproject.toml new file mode 100644 index 00000000..3eee6d2f --- /dev/null +++ b/scripts/aidlc-codereview/pyproject.toml @@ -0,0 +1,73 @@ +[project] +name = "aidlc-code-reviewer" +version = "0.2.0" +description = "AIDLC Code Reviewer — automated, language-agnostic code quality analysis" +readme = "README.md" +requires-python = ">=3.11" +license = {text = "MIT-0"} +authors = [ + {name = "AIDLC Team"} +] +dependencies = [ + "pyyaml>=6.0", + "bandit>=1.7", + "ruff>=0.4", + "mypy>=1.0", + "radon>=6.0", + "vulture>=2.0", + "semgrep>=1.0", + "strands-agents>=0.1.0", + "strands-agents-tools>=0.1.0", + "boto3>=1.35.0", + "backoff>=2.2.0", + "pydantic>=2.0,<3.0", + "beautifulsoup4>=4.12", +] + +[project.scripts] +aidlc-code-reviewer = "code_reviewer.common.cli:main" + +[project.optional-dependencies] +test = [ + "pytest>=8.0", + "pytest-cov>=5.0", + "moto>=5.0", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["src/code_reviewer"] + +[tool.pytest.ini_options] +testpaths = ["tests"] +python_files = ["test_*.py"] +python_classes = ["Test*"] +python_functions = ["test_*"] +addopts = [ + "--strict-markers", + "--strict-config", +] + +[tool.coverage.run] +source = ["src/code_reviewer"] +omit = ["tests/*"] + +[tool.coverage.report] +exclude_lines = [ + "pragma: no cover", + "def __repr__", + "raise AssertionError", + "raise NotImplementedError", + "if __name__ == .__main__.:", + "if TYPE_CHECKING:", +] + +[tool.mypy] +python_version = "3.11" +warn_return_any = true +warn_unused_configs = true +disallow_untyped_defs = false +disallow_incomplete_defs = false diff --git a/scripts/aidlc-codereview/src/code_reviewer/__init__.py b/scripts/aidlc-codereview/src/code_reviewer/__init__.py new file mode 100644 index 00000000..99728c4b --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/__init__.py @@ -0,0 +1,12 @@ +"""AIDLC Code Reviewer — automated, language-agnostic code quality analysis.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from pathlib import Path + +# Project root: scripts/aidlc-codereview/ +PROJECT_ROOT = Path(__file__).resolve().parent.parent.parent + +# Config directory: scripts/aidlc-codereview/config/ +CONFIG_DIR = PROJECT_ROOT / "config" diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/__init__.py b/scripts/aidlc-codereview/src/code_reviewer/agent/__init__.py new file mode 100644 index 00000000..333cd3ad --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/__init__.py @@ -0,0 +1 @@ +"""AI agent subsystem for auto-generating tool wrappers.""" diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/base_agent.py b/scripts/aidlc-codereview/src/code_reviewer/agent/base_agent.py new file mode 100644 index 00000000..a1633ff9 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/base_agent.py @@ -0,0 +1,121 @@ +"""Base agent ABC wrapping Strands SDK with BedrockModel. + +Transport security: All Amazon Bedrock API calls are made via the boto3 SDK, +which enforces HTTPS with TLS 1.2+ on every request. The Bedrock service +endpoints do not accept plaintext HTTP connections. No application-level TLS +configuration is required or possible — encryption in transit is handled by +the SDK and the service. See: +https://docs.aws.amazon.com/bedrock/latest/userguide/data-protection.html +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import logging +import time +from abc import ABC, abstractmethod +from typing import Any, Tuple + +import backoff +import boto3 +from strands import Agent as StrandsAgent +from strands.models import BedrockModel + +from code_reviewer.agent.config import AgentConfig, load_agent_config +from code_reviewer.agent.retry import is_retryable +from code_reviewer.common.output import is_verbose + +logger = logging.getLogger("aidlc_code_reviewer.agent") + + +class BaseAgent(ABC): + """Abstract base agent wrapping Strands SDK. + + Subclasses implement execute() for their specific task. + """ + + def __init__(self, config: AgentConfig | None = None) -> None: + self.config = config or load_agent_config() + + boto_session = None + if self.config.profile_name: + boto_session = boto3.Session( + profile_name=self.config.profile_name, + region_name=self.config.region, + ) + + bedrock_kwargs: dict[str, Any] = { + "model_id": self.config.model_id, + "max_tokens": self.config.max_tokens, + } + if boto_session: + bedrock_kwargs["boto_session"] = boto_session + else: + bedrock_kwargs["region_name"] = self.config.region + + bedrock_model = BedrockModel(**bedrock_kwargs) + + # Suppress Strands streaming output unless verbose mode is active + agent_kwargs: dict[str, Any] = {"model": bedrock_model} + if not is_verbose(): + agent_kwargs["callback_handler"] = None + self._strands_agent = StrandsAgent(**agent_kwargs) + + @abstractmethod + def execute(self, **kwargs: Any) -> Any: + """Execute the agent's task.""" + ... + + @backoff.on_exception( + backoff.expo, + Exception, + max_tries=4, + base=2, + giveup=lambda e: not is_retryable(e), + on_backoff=lambda details: logging.getLogger("aidlc_code_reviewer.agent").warning( + "Retry %d: %s", details["tries"], details["exception"], + ), + ) + def _invoke_model(self, prompt: str) -> Tuple[str, dict]: + """Invoke model via Strands agent with backoff retry. + + Returns (response_text, usage_metadata). + """ + start = time.perf_counter() + try: + response = self._strands_agent(prompt) + elapsed = time.perf_counter() - start + text = str(response) + usage = self._extract_token_usage(response) + logger.info( + "Agent completed in %.2fs (input: %s, output: %s tokens)", + elapsed, + usage.get("input_tokens", "?"), + usage.get("output_tokens", "?"), + ) + return text, usage + except Exception as e: + logger.warning("Model invocation failed: %s", e) + raise + + def _extract_token_usage(self, response: Any) -> dict: + """Extract token counts from Strands AgentResult.""" + if hasattr(response, "metrics") and hasattr(response.metrics, "accumulated_usage"): + usage = response.metrics.accumulated_usage + if isinstance(usage, dict): + return { + "input_tokens": usage.get("inputTokens", 0) or 0, + "output_tokens": usage.get("outputTokens", 0) or 0, + } + return { + "input_tokens": getattr(usage, "inputTokens", 0) or 0, + "output_tokens": getattr(usage, "outputTokens", 0) or 0, + } + + if hasattr(response, "usage") and isinstance(response.usage, dict): + return { + "input_tokens": response.usage.get("inputTokens", 0), + "output_tokens": response.usage.get("outputTokens", 0), + } + + return {"input_tokens": 0, "output_tokens": 0} diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/business_logic_agent.py b/scripts/aidlc-codereview/src/code_reviewer/agent/business_logic_agent.py new file mode 100644 index 00000000..d4211f75 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/business_logic_agent.py @@ -0,0 +1,179 @@ +"""Agent that performs AI-powered business logic review. + +Identifies core business rules, formulas, and domain logic in the codebase +so a human reviewer knows exactly what to inspect — even when every static +analysis tool reports zero findings. Produces a separate report. +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import json +import logging +from pathlib import Path +from typing import Any + +from code_reviewer.agent.base_agent import BaseAgent +from code_reviewer.agent.config import AgentConfig +from code_reviewer.agent.critical_findings_agent import _collect_source_files, _format_source_block +from code_reviewer.common.output import vprint +from code_reviewer.common.models import ( + BusinessLogicCategory, + BusinessLogicFinding, + BusinessLogicReview, + ConsistencyIssue, + ConsistencyIssueLocation, + ConsistencyIssueType, +) + +logger = logging.getLogger("aidlc_code_reviewer.business_logic") + +from code_reviewer import CONFIG_DIR + +_TEMPLATE_PATH = CONFIG_DIR / "prompts" / "business-logic-review.md" + +# Valid enum values for safe parsing +_VALID_CATEGORIES = {c.value for c in BusinessLogicCategory} +_VALID_ISSUE_TYPES = {t.value for t in ConsistencyIssueType} + + +def _build_prompt(sources: dict[str, str]) -> str: + """Assemble the business logic review prompt from the template.""" + try: + template = _TEMPLATE_PATH.read_text() + except OSError: + logger.warning("Business logic review prompt template not found at %s", _TEMPLATE_PATH) + raise + + source_block = _format_source_block(sources) + return template.replace("INSERT_SOURCE_CODE", source_block) + + +def _parse_response(response_text: str) -> BusinessLogicReview | None: + """Parse the LLM JSON response into a BusinessLogicReview.""" + text = response_text.strip() + # Strip markdown code fences if present + if text.startswith("```"): + first_newline = text.index("\n") if "\n" in text else 3 + text = text[first_newline + 1:] + if text.endswith("```"): + text = text[:-3] + text = text.strip() + + try: + data = json.loads(text) + except json.JSONDecodeError as exc: + logger.error("Failed to parse business logic review JSON: %s", exc) + return None + + if not isinstance(data, dict): + logger.error("Expected JSON object, got %s", type(data).__name__) + return None + + # Parse findings + findings: list[BusinessLogicFinding] = [] + for item in data.get("findings", []): + raw_cat = item.get("category", "") + if raw_cat not in _VALID_CATEGORIES: + logger.warning("Skipping finding with unknown category: %s", raw_cat) + continue + + findings.append(BusinessLogicFinding( + category=BusinessLogicCategory(raw_cat), + title=item.get("title", ""), + file=item.get("file", ""), + start_line=int(item.get("start_line", 0)), + end_line=int(item.get("end_line", 0)), + what_it_does=item.get("what_it_does", ""), + review_guidance=item.get("review_guidance", ""), + code_block=item.get("code_block", ""), + risk_if_wrong=item.get("risk_if_wrong", ""), + )) + + # Parse consistency issues + consistency_issues: list[ConsistencyIssue] = [] + for item in data.get("consistency_issues", []): + raw_type = item.get("issue_type", "") + if raw_type not in _VALID_ISSUE_TYPES: + logger.warning("Skipping consistency issue with unknown type: %s", raw_type) + continue + + locations: list[ConsistencyIssueLocation] = [] + for loc in item.get("locations", []): + locations.append(ConsistencyIssueLocation( + file=loc.get("file", ""), + start_line=int(loc.get("start_line", 0)), + end_line=int(loc.get("end_line", 0)), + )) + + consistency_issues.append(ConsistencyIssue( + issue_type=ConsistencyIssueType(raw_type), + description=item.get("description", ""), + locations=locations, + code_blocks=list(item.get("code_blocks", [])), + recommended_action=item.get("recommended_action", ""), + )) + + # Enforce sort order: category (taxonomy order), then file path, then start_line. + # The LLM doesn't always respect the requested sort, so we do it here. + _CAT_ORDER = {cat: i for i, cat in enumerate(BusinessLogicCategory)} + findings.sort(key=lambda f: (_CAT_ORDER.get(f.category, 99), f.file, f.start_line)) + + return BusinessLogicReview( + executive_summary=data.get("executive_summary", ""), + findings=findings, + consistency_issues=consistency_issues, + ) + + +class BusinessLogicAgent(BaseAgent): + """Agent that identifies core business logic for human review.""" + + def __init__(self, config: AgentConfig | None = None) -> None: + super().__init__(config) + + def execute( + self, + target: Path | None = None, + **kwargs: Any, + ) -> BusinessLogicReview | None: + """Analyze codebase for business logic requiring human review. + + Returns BusinessLogicReview or None on failure (non-blocking). + """ + if target is None: + logger.error("BusinessLogicAgent requires target") + return None + + vprint(" Collecting source files for business logic review...", flush=True) + sources = _collect_source_files(target) + if not sources: + logger.warning("No source files found in %s", target) + return None + vprint(f" Collected {len(sources)} source files", flush=True) + + vprint(" Building business logic review prompt...", flush=True) + prompt = _build_prompt(sources) + + vprint(" Invoking agent for business logic analysis...", flush=True) + try: + response_text, usage = self._invoke_model(prompt) + logger.info( + "Business logic agent: input=%s, output=%s tokens", + usage.get("input_tokens", "?"), + usage.get("output_tokens", "?"), + ) + except Exception as e: + logger.error("Business logic agent invocation failed: %s", e) + print(f" Business logic review failed: {e}", flush=True) + return None + + vprint(" Parsing business logic review...", flush=True) + review = _parse_response(response_text) + if review: + vprint( + f" Business logic review complete: {len(review.findings)} findings, " + f"{len(review.consistency_issues)} consistency issues", + flush=True, + ) + return review diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/code_structure_agent.py b/scripts/aidlc-codereview/src/code_reviewer/agent/code_structure_agent.py new file mode 100644 index 00000000..d6081dd3 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/code_structure_agent.py @@ -0,0 +1,221 @@ +"""Agent that performs AI-powered code structure critique. + +Evaluates the codebase across six dimensions: logging, measurability, +scalability, efficiency, complexity, and structure. Feeds in critical +findings from the prior agent pass plus all tool results. +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import json +import logging +from pathlib import Path +from typing import Any + +from code_reviewer.agent.base_agent import BaseAgent +from code_reviewer.agent.config import AgentConfig +from code_reviewer.agent.critical_findings_agent import _collect_source_files, _format_source_block, _format_tool_findings +from code_reviewer.common.output import vprint +from code_reviewer.common.models import ( + CodeStructureCritique, + CriticalFinding, + Finding, + StructureDimension, + StructureIssue, + StructureRating, + ToolResult, +) + +logger = logging.getLogger("aidlc_code_reviewer.code_structure") + +from code_reviewer import CONFIG_DIR + +_TEMPLATE_PATH = CONFIG_DIR / "prompts" / "structure-critique-v1.md" + + +def _format_critical_findings(critical_findings: list[CriticalFinding]) -> str: + """Format critical findings as context for the structure agent.""" + if not critical_findings: + return "(no critical findings from prior analysis)" + parts: list[str] = [] + for i, cf in enumerate(critical_findings, 1): + parts.append( + f"{i}. [{cf.category.value}] {cf.file}:{cf.start_line}-{cf.end_line} — {cf.verdict}" + ) + return "\n".join(parts) + + +def _build_prompt( + sources: dict[str, str], + results: list[ToolResult], + critical_findings: list[CriticalFinding], +) -> str: + """Assemble the structure critique prompt from the template.""" + try: + template = _TEMPLATE_PATH.read_text(encoding="utf-8") + except OSError: + logger.warning("Structure critique prompt template not found at %s", _TEMPLATE_PATH) + raise + if len(template) > 1_000_000: + raise ValueError(f"Template file unexpectedly large: {len(template)} bytes") + + source_block = _format_source_block(sources) + findings_block = _format_tool_findings(results) + critical_block = _format_critical_findings(critical_findings) + + prompt = template.replace("INSERT_SOURCE_CODE", source_block) + prompt = prompt.replace("INSERT_TOOL_FINDINGS", findings_block) + prompt = prompt.replace("INSERT_CRITICAL_FINDINGS", critical_block) + return prompt + + +def _find_tool_findings_for_range( + file_path: str, + start: int, + end: int, + findings_by_file: dict[str, list[Finding]], +) -> list[Finding]: + """Match tool findings by file path (handles absolute vs relative mismatch).""" + matched: list[Finding] = [] + for tool_path, tool_findings in findings_by_file.items(): + if (tool_path == file_path + or tool_path.endswith("/" + file_path) + or file_path.endswith("/" + tool_path) + or Path(tool_path).name == Path(file_path).name): + for f in tool_findings: + if start <= f.line <= end: + matched.append(f) + return matched + + +def _parse_response( + response_text: str, + results: list[ToolResult], +) -> CodeStructureCritique | None: + """Parse the LLM JSON response into a CodeStructureCritique.""" + text = response_text.strip() + if text.startswith("```"): + first_newline = text.index("\n") if "\n" in text else 3 + text = text[first_newline + 1:] + if text.endswith("```"): + text = text[:-3] + text = text.strip() + + try: + data = json.loads(text) + except json.JSONDecodeError as exc: + logger.error("Failed to parse structure critique JSON: %s", exc) + return None + + if not isinstance(data, dict): + logger.error("Expected JSON object, got %s", type(data).__name__) + return None + + # Build tool findings lookup + findings_by_file: dict[str, list[Finding]] = {} + for r in results: + for f in r.findings: + findings_by_file.setdefault(f.file, []).append(f) + + rating_map = { + "GOOD": StructureRating.GOOD, + "NEEDS_IMPROVEMENT": StructureRating.NEEDS_IMPROVEMENT, + "POOR": StructureRating.POOR, + } + + dimensions: list[StructureDimension] = [] + for dim_data in data.get("dimensions", []): + rating = rating_map.get(dim_data.get("rating", ""), StructureRating.NEEDS_IMPROVEMENT) + + issues: list[StructureIssue] = [] + for issue_data in dim_data.get("findings", []): + file_path = issue_data.get("file", "") + try: + start_line = max(0, int(issue_data.get("start_line", 0))) + end_line = max(0, int(issue_data.get("end_line", 0))) + except (ValueError, TypeError): + logger.warning("Non-numeric line values in structure issue, skipping entry") + continue + + related = _find_tool_findings_for_range( + file_path, start_line, end_line, findings_by_file + ) + + source = "tool_assisted" if related else "agent_only" + + issues.append(StructureIssue( + file=file_path, + start_line=start_line, + end_line=end_line, + issue=issue_data.get("issue", ""), + recommendation=issue_data.get("recommendation", ""), + code_block=issue_data.get("code_block", ""), + source=source, + related_tool_findings=related, + highlight_lines=[int(ln) for ln in issue_data.get("highlight_lines", []) if isinstance(ln, (int, float))], + )) + + dimensions.append(StructureDimension( + dimension=dim_data.get("dimension", "UNKNOWN"), + rating=rating, + summary=dim_data.get("summary", ""), + findings=issues, + )) + + return CodeStructureCritique( + overall_summary=data.get("overall_summary", ""), + dimensions=dimensions, + ) + + +class CodeStructureAgent(BaseAgent): + """Agent that performs holistic code structure critique.""" + + def __init__(self, config: AgentConfig | None = None) -> None: + super().__init__(config) + + def execute( + self, + target: Path | None = None, + results: list[ToolResult] | None = None, + critical_findings: list[CriticalFinding] | None = None, + **kwargs: Any, + ) -> CodeStructureCritique | None: + """Analyze codebase structure across six quality dimensions. + + Returns CodeStructureCritique or None on failure (non-blocking). + """ + if target is None or results is None: + logger.error("CodeStructureAgent requires target and results") + return None + + vprint(" Collecting source files for structure critique...", flush=True) + sources = _collect_source_files(target) + if not sources: + logger.warning("No source files found in %s", target) + return None + vprint(f" Collected {len(sources)} source files", flush=True) + + vprint(" Building structure critique prompt...", flush=True) + prompt = _build_prompt(sources, results, critical_findings or []) + + vprint(" Invoking agent for code structure analysis...", flush=True) + try: + response_text, usage = self._invoke_model(prompt) + logger.info( + "Structure critique agent: input=%s, output=%s tokens", + usage.get("input_tokens", "?"), + usage.get("output_tokens", "?"), + ) + except Exception as e: + logger.error("Structure critique agent invocation failed: %s", e) + print(f" Structure critique analysis failed: {e}", flush=True) + return None + + vprint(" Parsing structure critique...", flush=True) + critique = _parse_response(response_text, results) + if critique: + total_issues = sum(len(d.findings) for d in critique.dimensions) + vprint(f" Structure critique complete: {len(critique.dimensions)} dimensions, {total_issues} issues", flush=True) + return critique diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/config.py b/scripts/aidlc-codereview/src/code_reviewer/agent/config.py new file mode 100644 index 00000000..49d7b9c0 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/config.py @@ -0,0 +1,52 @@ +"""Configuration for the agent subsystem. + +Reads from agent-config.yaml or environment variables. +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import os +from dataclasses import dataclass +from pathlib import Path + +import yaml + + +@dataclass +class AgentConfig: + model_id: str = "us.anthropic.claude-sonnet-4-6" + max_tokens: int = 8192 + max_retries: int = 2 + region: str = "us-east-1" + profile_name: str | None = None + + +from code_reviewer import CONFIG_DIR +_CONFIG_FILE = CONFIG_DIR / "agent-config.yaml" + + +def load_agent_config() -> AgentConfig: + """Load agent config from YAML file, with env var overrides.""" + config = AgentConfig() + + if _CONFIG_FILE.exists(): + with open(_CONFIG_FILE, encoding="utf-8") as f: + raw = yaml.safe_load(f) or {} + + agent = raw.get("agent", {}) + config.model_id = agent.get("model_id", config.model_id) + config.max_tokens = agent.get("max_tokens", config.max_tokens) + config.max_retries = agent.get("max_retries", config.max_retries) + + aws = raw.get("aws", {}) + config.region = aws.get("region", config.region) + config.profile_name = aws.get("profile_name", config.profile_name) + + # Environment variable overrides + config.region = os.environ.get("AWS_REGION", config.region) + config.profile_name = os.environ.get("AWS_PROFILE", config.profile_name) + if model_env := os.environ.get("BEDROCK_MODEL_ID"): + config.model_id = model_env + + return config diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/critical_findings_agent.py b/scripts/aidlc-codereview/src/code_reviewer/agent/critical_findings_agent.py new file mode 100644 index 00000000..23ac8721 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/critical_findings_agent.py @@ -0,0 +1,320 @@ +"""Agent that analyzes tool results and source code to identify critical +sections requiring human review. + +Runs after all tools complete. Three-pass analysis: +1. Reads full source code of the target codebase +2. Analyzes all tool findings +3. Cross-references flagged files/lines with actual source code +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import json +import logging +from pathlib import Path +from typing import Any + +from code_reviewer.agent.base_agent import BaseAgent +from code_reviewer.agent.config import AgentConfig +from code_reviewer.common.language_detector import EXTENSION_MAP +from code_reviewer.common.output import vprint +from code_reviewer.common.models import ( + CriticalCategory, + CriticalFinding, + Finding, + Severity, + ToolResult, +) + +logger = logging.getLogger("aidlc_code_reviewer.critical_findings") + +from code_reviewer import CONFIG_DIR + +_TEMPLATE_PATH = CONFIG_DIR / "prompts" / "critical-findings-v1.md" + +# Skip binary / non-code files and large generated files +_SKIP_DIRS = {".git", "__pycache__", ".mypy_cache", ".ruff_cache", "node_modules", ".venv", "venv"} +_MAX_FILE_SIZE = 256 * 1024 # 256 KB per file + + +def _collect_source_files(target: Path) -> dict[str, str]: + """Read all source files under target into a {relative_path: content} dict.""" + sources: dict[str, str] = {} + code_extensions = set(EXTENSION_MAP.keys()) + + if target.is_file(): + if target.suffix.lower() in code_extensions: + try: + sources[target.name] = target.read_text(errors="replace") + except OSError: + pass + return sources + + for file_path in sorted(target.rglob("*")): + if any(part in _SKIP_DIRS for part in file_path.parts): + continue + if not file_path.is_file(): + continue + if file_path.suffix.lower() not in code_extensions: + continue + if file_path.stat().st_size > _MAX_FILE_SIZE: + continue + try: + rel = str(file_path.relative_to(target)) + sources[rel] = file_path.read_text(errors="replace") + except OSError: + pass + + return sources + + +def _format_source_block(sources: dict[str, str]) -> str: + """Format collected sources for the prompt.""" + parts: list[str] = [] + for path, content in sources.items(): + parts.append(f"### {path}\n```\n{content}\n```") + return "\n\n".join(parts) if parts else "(no source files found)" + + +def _format_tool_findings(results: list[ToolResult]) -> str: + """Format tool findings as a compact summary for the prompt.""" + lines: list[str] = [] + for r in results: + if not r.findings: + continue + lines.append(f"### {r.tool} ({r.category})") + for f in r.findings: + lines.append( + f"- [{f.severity.value}] {f.rule_id} in {f.file}:{f.line} — {f.message}" + ) + return "\n".join(lines) if lines else "(no tool findings)" + + +def _format_flagged_files(results: list[ToolResult], sources: dict[str, str]) -> str: + """For files that tools flagged, include the relevant code context.""" + flagged: dict[str, set[int]] = {} + for r in results: + for f in r.findings: + flagged.setdefault(f.file, set()).add(f.line) + + if not flagged: + return "(no flagged files)" + + parts: list[str] = [] + for file_path, line_nums in sorted(flagged.items()): + content = sources.get(file_path) + if not content: + parts.append(f"### {file_path}\n(source not available)") + continue + + src_lines = content.splitlines() + # Show context around each flagged line (5 lines before/after) + regions: list[tuple[int, int]] = [] + for ln in sorted(line_nums): + start = max(0, ln - 6) + end = min(len(src_lines), ln + 5) + regions.append((start, end)) + + # Merge overlapping regions + merged: list[tuple[int, int]] = [] + for start, end in regions: + if merged and start <= merged[-1][1]: + merged[-1] = (merged[-1][0], max(merged[-1][1], end)) + else: + merged.append((start, end)) + + snippet_parts: list[str] = [] + for start, end in merged: + numbered = [ + f"{i + 1:>4} | {src_lines[i]}" for i in range(start, end) + ] + snippet_parts.append("\n".join(numbered)) + + parts.append(f"### {file_path}\n```\n" + "\n...\n".join(snippet_parts) + "\n```") + + return "\n\n".join(parts) + + +def _build_prompt( + sources: dict[str, str], + results: list[ToolResult], +) -> str: + """Assemble the critical findings prompt from the template.""" + try: + template = _TEMPLATE_PATH.read_text(encoding="utf-8") + except OSError: + logger.warning("Critical findings prompt template not found at %s", _TEMPLATE_PATH) + raise + if len(template) > 1_000_000: + raise ValueError(f"Template file unexpectedly large: {len(template)} bytes") + + source_block = _format_source_block(sources) + findings_block = _format_tool_findings(results) + flagged_block = _format_flagged_files(results, sources) + + prompt = template.replace("INSERT_SOURCE_CODE", source_block) + prompt = prompt.replace("INSERT_TOOL_FINDINGS", findings_block) + prompt = prompt.replace("INSERT_FLAGGED_FILES", flagged_block) + return prompt + + +def _parse_response(response_text: str, results: list[ToolResult]) -> list[CriticalFinding]: + """Parse the LLM JSON response into CriticalFinding objects.""" + # Strip markdown fences if the model wraps them anyway + text = response_text.strip() + if text.startswith("```"): + first_newline = text.index("\n") if "\n" in text else 3 + text = text[first_newline + 1 :] + if text.endswith("```"): + text = text[:-3] + text = text.strip() + + # Sanitize control characters that the LLM may embed in JSON string values + # (e.g. literal tabs, newlines inside code_block fields). Replace with spaces + # except for \n \r \t which we escape properly. + import re + text = re.sub(r'[\x00-\x08\x0b\x0c\x0e-\x1f]', ' ', text) + + try: + items = json.loads(text) + except json.JSONDecodeError as exc: + logger.error("Failed to parse critical findings JSON: %s", exc) + return [] + + if not isinstance(items, list): + logger.error("Expected JSON array, got %s", type(items).__name__) + return [] + + # Build a lookup for matching related tool findings + # Tool findings may use absolute paths while agent returns relative paths, + # so we index by both the full path and the basename for flexible matching. + findings_by_file: dict[str, list[Finding]] = {} + for r in results: + for f in r.findings: + findings_by_file.setdefault(f.file, []).append(f) + + category_map = { + "COMPUTATION": CriticalCategory.COMPUTATION, + "CONTROL_FLOW": CriticalCategory.CONTROL_FLOW, + "DATA_TRANSFORM": CriticalCategory.DATA_TRANSFORM, + } + + _LOW_INFO_SEV = {Severity.LOW, Severity.INFO} + + def _find_tool_findings(file_path: str, start: int, end: int) -> list[Finding]: + """Match MEDIUM+ tool findings by file path (handles absolute vs relative mismatch).""" + matched: list[Finding] = [] + for tool_path, tool_findings in findings_by_file.items(): + if (tool_path == file_path + or tool_path.endswith("/" + file_path) + or file_path.endswith("/" + tool_path) + or Path(tool_path).name == Path(file_path).name): + for f in tool_findings: + if start <= f.line <= end and f.severity not in _LOW_INFO_SEV: + matched.append(f) + return matched + + parsed: list[CriticalFinding] = [] + for item in items: + cat_str = item.get("category", "") + cat = category_map.get(cat_str) + if cat is None: + logger.warning("Unknown critical category: %s, skipping", cat_str) + continue + + file_path = item.get("file", "") + try: + start_line = max(0, int(item.get("start_line", 0))) + end_line = max(0, int(item.get("end_line", 0))) + except (ValueError, TypeError): + logger.warning("Non-numeric line values in critical finding, skipping entry") + continue + + # Match related tool findings that overlap with this code region + related = _find_tool_findings(file_path, start_line, end_line) + + source = "tool_assisted" if related else "agent_only" + + parsed.append(CriticalFinding( + category=cat, + file=file_path, + start_line=start_line, + end_line=end_line, + verdict=item.get("verdict", ""), + code_block=item.get("code_block", ""), + why_critical=item.get("why_critical", ""), + recommended_action=item.get("recommended_action", ""), + source=source, + related_tool_findings=related, + highlight_lines=[int(ln) for ln in item.get("highlight_lines", []) if isinstance(ln, (int, float))], + )) + + return parsed + + +class CriticalFindingsAgent(BaseAgent): + """Agent that identifies critical code sections for human review.""" + + def __init__(self, config: AgentConfig | None = None) -> None: + super().__init__(config) + + def execute( + self, + target: Path | None = None, + results: list[ToolResult] | None = None, + **kwargs: Any, + ) -> list[CriticalFinding]: + """Analyze codebase and tool results to find critical sections. + + Returns a list of CriticalFinding objects, sorted by category then location. + Returns empty list on failure (non-blocking). + """ + if target is None or results is None: + logger.error("CriticalFindingsAgent requires target and results") + return [] + + vprint(" Collecting source files...", flush=True) + sources = _collect_source_files(target) + if not sources: + logger.warning("No source files found in %s", target) + return [] + vprint(f" Collected {len(sources)} source files", flush=True) + + vprint(" Building critical findings prompt...", flush=True) + prompt = _build_prompt(sources, results) + + vprint(" Invoking agent for critical code analysis...", flush=True) + try: + response_text, usage = self._invoke_model(prompt) + logger.info( + "Critical findings agent: input=%s, output=%s tokens", + usage.get("input_tokens", "?"), + usage.get("output_tokens", "?"), + ) + except Exception as e: + logger.error("Critical findings agent invocation failed: %s", e) + print(f" Critical findings analysis failed: {e}", flush=True) + return [] + + vprint(" Parsing critical findings...", flush=True) + findings = _parse_response(response_text, results) + + # Post-parse safety net: drop findings whose only related tool results + # are LOW or INFO. These are nonessential and should never appear as + # standalone critical findings. A LOW/INFO finding should typically + # accompany a MEDIUM-or-higher finding in the same code region. + _LOW_INFO = {Severity.LOW, Severity.INFO} + before = len(findings) + findings = [ + f for f in findings + if f.source == "agent_only" # agent-identified → keep + or not f.related_tool_findings # no tool findings → keep + or any(tf.severity not in _LOW_INFO for tf in f.related_tool_findings) + ] + dropped = before - len(findings) + if dropped: + vprint(f" Filtered {dropped} finding(s) backed only by LOW/INFO tool results", flush=True) + + vprint(f" Found {len(findings)} critical code sections", flush=True) + return findings diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/models.py b/scripts/aidlc-codereview/src/code_reviewer/agent/models.py new file mode 100644 index 00000000..7f6abe7a --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/models.py @@ -0,0 +1,43 @@ +"""Data models for the wrapper generator agent.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from __future__ import annotations + +from dataclasses import dataclass, field +from enum import Enum +from pathlib import Path +from typing import TYPE_CHECKING, Optional + +if TYPE_CHECKING: + from code_reviewer.common.models import ToolResult + + +class GenerationStatus(str, Enum): + SUCCESS = "SUCCESS" + FAILED = "FAILED" + VERIFICATION_FAILED = "VERIFICATION_FAILED" + + +@dataclass +class VerificationResult: + """Result of wrapper verification.""" + + passed: bool + level: int # 1 = static, 2 = live + errors: list[str] = field(default_factory=list) + warnings: list[str] = field(default_factory=list) + + +@dataclass +class GenerationResult: + """Result of wrapper generation.""" + + status: GenerationStatus + tool_name: str + wrapper_path: Optional[Path] = None + verification: Optional[VerificationResult] = None + error: Optional[str] = None + token_usage: Optional[dict] = None + tool_result: Optional[ToolResult] = None # reusable result from Level 2 diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/preflight.py b/scripts/aidlc-codereview/src/code_reviewer/agent/preflight.py new file mode 100644 index 00000000..db026d17 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/preflight.py @@ -0,0 +1,211 @@ +"""Pre-flight verification for the agent subsystem. + +Checks that all dependencies, credentials, and model access are in place +before the CLI runs. Designed to be called early so users get clear, +actionable errors instead of cryptic failures mid-run. +""" + +import logging +import shutil +import sys +from pathlib import Path + +from code_reviewer.common.config import load_config + +logger = logging.getLogger("aidlc_code_reviewer.preflight") + + +def _check_python_packages() -> list[str]: + """Check that all agent Python dependencies are importable.""" + errors = [] + required = { + "strands": "strands-agents", + "boto3": "boto3", + "backoff": "backoff", + "pydantic": "pydantic>=2.0", + "bs4": "beautifulsoup4", + } + for module_name, pip_name in required.items(): + try: + __import__(module_name) + except ImportError: + errors.append(f"Missing package '{pip_name}' (import {module_name} failed)") + return errors + + +def _check_aws_credentials(region: str, profile_name: str | None) -> list[str]: + """Check that AWS credentials are configured and can call STS.""" + errors = [] + logger.info( # nosemgrep: python-logger-credential-disclosure + "Loading AWS credentials: profile=%s, region=%s", + profile_name or "(default)", + region, + ) + try: + import boto3 + + kwargs = {"region_name": region} + if profile_name: + kwargs["profile_name"] = profile_name + + session = boto3.Session(**kwargs) + sts = session.client("sts") + identity = sts.get_caller_identity() + account = identity.get("Account", "unknown") + arn = identity.get("Arn", "unknown") + logger.info( # nosemgrep: python-logger-credential-disclosure + "AWS credentials loaded: profile=%s, region=%s, account=%s, arn=%s", + profile_name or "(default)", + region, + account, + arn, + ) + print(f" AWS identity: {arn} (account {account})") + except Exception as e: + logger.warning( # nosemgrep: python-logger-credential-disclosure + "AWS credentials check failed: profile=%s, region=%s, error=%s", + profile_name or "(default)", + region, + e, + ) + errors.append(f"AWS credentials check failed: {e}") + return errors + + +def _check_bedrock_access(model_id: str, region: str, profile_name: str | None) -> list[str]: + """Check that the Amazon Bedrock model is accessible with a minimal invoke.""" + errors = [] + try: + import boto3 + + kwargs = {"region_name": region} + if profile_name: + kwargs["profile_name"] = profile_name + + session = boto3.Session(**kwargs) + client = session.client("bedrock-runtime", region_name=region) + + # Minimal converse call to verify model access + response = client.converse( + modelId=model_id, + messages=[{ + "role": "user", + "content": [{"text": "Say OK"}], + }], + inferenceConfig={"maxTokens": 10}, + ) + stop = response.get("stopReason", "unknown") + print(f" Amazon Bedrock model '{model_id}' is accessible (stop: {stop})") + except Exception as e: + error_name = type(e).__name__ + errors.append(f"Amazon Bedrock model access failed ({error_name}): {e}") + return errors + + +def _check_configured_tools(config_path: Path | None) -> list[str]: + """Check which configured CLI tools are installed on PATH.""" + warnings = [] + try: + config = load_config(config_path) + except Exception as e: + return [f"Could not load config: {e}"] + + from code_reviewer.tools.registry import get_wrapper + + for tool_cfg in config.tools: + wrapper = get_wrapper(tool_cfg.name) + command = tool_cfg.command or tool_cfg.name + installed = shutil.which(command) is not None + + if wrapper and installed: + status = "wrapper + CLI" + elif wrapper and not installed: + status = "wrapper only (CLI not on PATH — will fail at runtime)" + warnings.append(f"'{tool_cfg.name}': has wrapper but '{command}' not on PATH") + elif not wrapper and installed: + status = "CLI only (wrapper will be auto-generated)" + else: + status = "missing both (wrapper will be auto-generated, needs CLI installed)" + warnings.append(f"'{tool_cfg.name}': no wrapper and '{command}' not on PATH") + + print(f" {tool_cfg.name:<20s} {status}") + + return warnings + + +def run_preflight(config_path: Path | None = None) -> bool: + """Run all pre-flight checks. Returns True if all critical checks pass.""" + all_errors: list[str] = [] + all_warnings: list[str] = [] + + print("\n=== Pre-flight Check: Agent Setup ===\n") + + # 1. Python packages + print("[1/4] Checking agent Python packages...") + pkg_errors = _check_python_packages() + if pkg_errors: + all_errors.extend(pkg_errors) + print(f" FAIL: {len(pkg_errors)} missing package(s)") + for e in pkg_errors: + print(f" - {e}") + print(f" Fix: pip install -e .") + else: + print(" OK: All agent packages installed") + + # 2. Agent config + print("\n[2/4] Checking agent configuration...") + try: + from code_reviewer.agent.config import load_agent_config + agent_cfg = load_agent_config() + print(f" Model: {agent_cfg.model_id}") + print(f" Region: {agent_cfg.region}") + print(f" Profile: {agent_cfg.profile_name or '(default)'}") + print(f" Retries: {agent_cfg.max_retries}") + except Exception as e: + all_errors.append(f"Agent config failed: {e}") + print(f" FAIL: {e}") + agent_cfg = None + + # 3. AWS credentials + Amazon Bedrock access + print("\n[3/4] Checking AWS credentials...") + if agent_cfg and not pkg_errors: + cred_errors = _check_aws_credentials(agent_cfg.region, agent_cfg.profile_name) + if cred_errors: + all_errors.extend(cred_errors) + for e in cred_errors: + print(f" FAIL: {e}") + else: + print("\n Checking Amazon Bedrock model access...") + bedrock_errors = _check_bedrock_access( + agent_cfg.model_id, agent_cfg.region, agent_cfg.profile_name + ) + if bedrock_errors: + all_errors.extend(bedrock_errors) + for e in bedrock_errors: + print(f" FAIL: {e}") + else: + print(" SKIP: Cannot check without agent packages/config") + + # 4. Configured tools + print("\n[4/4] Checking configured tools...") + tool_warnings = _check_configured_tools(config_path) + all_warnings.extend(tool_warnings) + + # Summary + print("\n=== Pre-flight Summary ===\n") + if all_errors: + print(f"ERRORS ({len(all_errors)}):") + for e in all_errors: + print(f" ✗ {e}") + if all_warnings: + print(f"WARNINGS ({len(all_warnings)}):") + for w in all_warnings: + print(f" ! {w}") + if not all_errors and not all_warnings: + print("All checks passed. Agent is ready.") + elif not all_errors: + print("\nNo critical errors. Agent can run (warnings above may cause skips).") + else: + print(f"\n{len(all_errors)} critical error(s). Fix these before using the agent.") + + return len(all_errors) == 0 diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/prompt_builder.py b/scripts/aidlc-codereview/src/code_reviewer/agent/prompt_builder.py new file mode 100644 index 00000000..d37283cc --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/prompt_builder.py @@ -0,0 +1,139 @@ +"""Builds the generation prompt by assembling context into the template.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from pathlib import Path + +from code_reviewer.common.config import ToolConfig +from code_reviewer import CONFIG_DIR + +_SRC_ROOT = Path(__file__).resolve().parent.parent +_TEMPLATE_PATH = CONFIG_DIR / "prompts" / "wrapper-generator-v1.md" + +# Few-shot example wrappers (JSON, XML, text output formats) +_EXAMPLE_WRAPPERS = { + "bandit (JSON)": _SRC_ROOT / "tools" / "bandit.py", + "checkstyle (XML)": _SRC_ROOT / "tools" / "checkstyle.py", + "vulture (text)": _SRC_ROOT / "tools" / "vulture.py", +} + + +def _read_file(path: Path) -> str: + """Read file contents, return empty string if missing.""" + try: + return path.read_text() + except Exception: + return "" + + +def _load_template() -> str: + return _read_file(_TEMPLATE_PATH) + + +def _build_examples_section() -> str: + """Load few-shot wrapper examples.""" + parts = [] + for label, path in _EXAMPLE_WRAPPERS.items(): + source = _read_file(path) + if source: + parts.append(f"### Example: {label}\n```python\n{source}\n```") + return "\n\n".join(parts) + + +def build_prompt(tool_config: ToolConfig, doc_text: str = "") -> str: + """Build the full generation prompt for the LLM. + + Uses the markdown template with INSERT markers, falling back to + inline prompt construction if the template is missing. + """ + models_source = _read_file(_SRC_ROOT / "common" / "models.py") + utils_source = _read_file(_SRC_ROOT / "common" / "utils.py") + severity_mapping = _read_file(_SRC_ROOT / "common" / "SEVERITY_MAPPING.md") + examples = _build_examples_section() + + tool_info = f"- **Name**: {tool_config.name}\n" + if tool_config.command and tool_config.command != tool_config.name: + tool_info += f"- **Command**: {tool_config.command}\n" + if tool_config.category: + tool_info += f"- **Category**: {tool_config.category}\n" + else: + tool_info += ( + "- **Category**: Determine the correct category from: " + "security, linting, type_safety, complexity, duplication, dead_code\n" + ) + if tool_config.output_format: + tool_info += f"- **Output format**: {tool_config.output_format}\n" + if tool_config.args: + tool_info += f"- **Args template**: {' '.join(tool_config.args)}\n" + + template = _load_template() + + if template and "": f"```python\n{models_source}\n```", + "": f"```python\n{utils_source}\n```", + "": severity_mapping, + "": examples, + "": tool_info, + "": doc_text if doc_text else "_No documentation available._", + } + result = template + for marker, content in replacements.items(): + result = result.replace(marker, content) + return result + + # Fallback: build prompt inline + return f"""You are an expert Python developer generating a tool wrapper module for the AIDLC Code Reviewer. + +## Your Task + +Generate a Python module that wraps the CLI tool described below. The module must follow the exact patterns shown in the examples. + +## Data Models (common/models.py) + +```python +{models_source} +``` + +## Utility Functions (common/utils.py) + +```python +{utils_source} +``` + +## Severity Classification Policy + +{severity_mapping} + +## Example Wrappers + +{examples} + +## Tool to Wrap + +{tool_info} + +## Tool Documentation + +{doc_text if doc_text else "_No documentation available._"} + +## Output Requirements + +1. Generate a COMPLETE Python module (not a snippet) +2. Must define: CATEGORY, TOOL or TOOL_NAME, SUPPORTED_LANGUAGES +3. Must define: `def run(target: Path) -> ToolResult` +4. Import from `code_reviewer.common.models` (Finding, Severity, ToolResult) and `code_reviewer.common.utils` (run_command, check_tool_installed) +5. Follow the severity mapping policy strictly — non-security categories cap at MEDIUM +6. Handle tool not installed, parse errors, and empty output gracefully +7. Return ToolResult with success=False and descriptive error on failure +8. Parse the tool's output format ({tool_config.output_format or 'json'}) to extract findings +9. Wrap the response in ```python ... ``` code block + +## CRITICAL Rules + +- Never import the tool as a Python module. Always invoke via subprocess using run_command(). +- Only use CLI flags you are 100% certain exist. Use the bare minimum: output format flag and target path. Do NOT guess or invent flags. +- Keep the CLI invocation simple. For example, for pylint: ["pylint", "--output-format=json", str(target)] — nothing more. +""" diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/response_parser.py b/scripts/aidlc-codereview/src/code_reviewer/agent/response_parser.py new file mode 100644 index 00000000..d9916f7c --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/response_parser.py @@ -0,0 +1,65 @@ +"""Extract Python code from LLM response (3-stage fallback).""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import re +from typing import Optional + + +def extract_code(response: str) -> tuple[Optional[str], Optional[str]]: + """Extract Python wrapper code from LLM response. + + Returns (code, error). One of them is None. + + Stages: + 1. Extract from ```python ... ``` code block + 2. Heuristic: find region containing `def run(` and module-level constants + 3. Try entire response as Python via compile() + 4. Fallback: return error + """ + # Stage 1: code block extraction + pattern = r"```python\s*\n(.*?)```" + matches = re.findall(pattern, response, re.DOTALL) + if matches: + # Pick the longest match (most likely the full wrapper) + code = max(matches, key=len).strip() + if "def run(" in code: + return code, None + + # Stage 2: heuristic — find region with def run( and constants + lines = response.split("\n") + code_lines: list[str] = [] + in_code = False + for line in lines: + stripped = line.rstrip() + # Start collecting at imports or module-level constants + if not in_code and ( + stripped.startswith("import ") + or stripped.startswith("from ") + or stripped.startswith("CATEGORY") + or stripped.startswith("TOOL") + or stripped.startswith('"""') + ): + in_code = True + if in_code: + code_lines.append(line) + + if code_lines: + candidate = "\n".join(code_lines).strip() + if "def run(" in candidate: + try: + compile(candidate, "", "exec") + return candidate, None + except SyntaxError: + pass + + # Stage 3: try entire response as Python + try: + compile(response.strip(), "", "exec") + if "def run(" in response: + return response.strip(), None + except SyntaxError: + pass + + return None, "Could not extract valid Python code from LLM response" diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/retry.py b/scripts/aidlc-codereview/src/code_reviewer/agent/retry.py new file mode 100644 index 00000000..f7c97128 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/retry.py @@ -0,0 +1,49 @@ +"""Retry predicate for Bedrock API calls. + +Classifies errors into retryable (throttle, timeout, 5xx) +vs non-retryable (auth, validation). +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + + +RETRYABLE_ERROR_CODES = { + "ThrottlingException", + "ServiceUnavailableException", + "InternalServerError", + "InternalServerException", + "ModelTimeoutException", + "TooManyRequestsException", +} + +NON_RETRYABLE_ERROR_CODES = { + "ValidationException", + "AccessDeniedException", + "ResourceNotFoundException", + "ModelNotReadyException", +} + + +def is_retryable(exc: Exception) -> bool: + """Determine if an exception is retryable for backoff giveup predicate. + + Returns True if the error should be retried, False to give up. + """ + # botocore.exceptions.ClientError (import-free check) + exc_type_name = type(exc).__name__ + if exc_type_name == "ClientError" and hasattr(exc, "response"): + error_code = exc.response.get("Error", {}).get("Code", "") + if error_code in NON_RETRYABLE_ERROR_CODES: + return False + if error_code in RETRYABLE_ERROR_CODES: + return True + return True + + if isinstance(exc, (ConnectionError, TimeoutError)): + return True + + if hasattr(exc, "__cause__") and exc.__cause__: + return is_retryable(exc.__cause__) + + return False diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/verification.py b/scripts/aidlc-codereview/src/code_reviewer/agent/verification.py new file mode 100644 index 00000000..c3a30493 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/verification.py @@ -0,0 +1,173 @@ +"""Two-level verification pipeline for generated tool wrappers.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import importlib.util +import inspect +import sys +import tempfile +from pathlib import Path +from types import ModuleType +from typing import Optional + +from code_reviewer.agent.models import VerificationResult +from code_reviewer.common.models import Finding, Severity, ToolResult +from code_reviewer.common.utils import check_tool_installed + + +def _load_module_from_source(source: str, module_name: str = "_generated_wrapper") -> tuple[Optional[ModuleType], Optional[str]]: + """Write source to temp file, import it, return (module, error).""" + try: + with tempfile.NamedTemporaryFile( + mode="w", suffix=".py", prefix=f"{module_name}_", delete=False + ) as f: + f.write(source) + f.flush() + tmp_path = f.name + + spec = importlib.util.spec_from_file_location(module_name, tmp_path) + if spec is None or spec.loader is None: + return None, "Could not create module spec from source" + module = importlib.util.module_from_spec(spec) + # Add project root to sys.path so common imports work + project_root = str(Path(__file__).resolve().parent.parent.parent) + if project_root not in sys.path: + sys.path.insert(0, project_root) + spec.loader.exec_module(module) + return module, None + except SyntaxError as e: + return None, f"Syntax error: {e}" + except Exception as e: + return None, f"Import error: {e}" + + +_VALID_CATEGORIES = { + "security", "linting", "type_safety", "complexity", "duplication", "dead_code", +} + + +def verify_level1(source: str, expected_category: str = "") -> VerificationResult: + """Static verification — no tool CLI required. + + Checks: syntax, importability, run() signature, SUPPORTED_LANGUAGES, + CATEGORY validity, TOOL constant, and return type from dry run. + """ + errors: list[str] = [] + warnings: list[str] = [] + + # 1. Syntax check + try: + compile(source, "", "exec") + except SyntaxError as e: + return VerificationResult(passed=False, level=1, errors=[f"Syntax error: {e}"]) + + # 2. Import check + module, import_err = _load_module_from_source(source) + if module is None: + return VerificationResult(passed=False, level=1, errors=[import_err or "Unknown import error"]) + + # 3. Verify run() callable with target: Path parameter + if not hasattr(module, "run") or not callable(module.run): + errors.append("Module must define a callable 'run' function") + else: + sig = inspect.signature(module.run) + params = list(sig.parameters.keys()) + if not params or params[0] != "target": + errors.append("run() must accept 'target' as its first parameter") + + # 4. SUPPORTED_LANGUAGES + if not hasattr(module, "SUPPORTED_LANGUAGES"): + errors.append("Module must define SUPPORTED_LANGUAGES list") + elif not isinstance(module.SUPPORTED_LANGUAGES, list): + errors.append("SUPPORTED_LANGUAGES must be a list") + elif not all(isinstance(s, str) for s in module.SUPPORTED_LANGUAGES): + errors.append("SUPPORTED_LANGUAGES must contain only strings") + + # 5. CATEGORY — must exist and be a valid category + if not hasattr(module, "CATEGORY"): + errors.append("Module must define a CATEGORY string constant") + elif module.CATEGORY not in _VALID_CATEGORIES: + errors.append( + f"CATEGORY '{module.CATEGORY}' is not valid. " + f"Must be one of: {', '.join(sorted(_VALID_CATEGORIES))}" + ) + elif expected_category and module.CATEGORY != expected_category: + # If the user explicitly set a category in config, warn on mismatch + warnings.append( + f"CATEGORY '{module.CATEGORY}' differs from config hint '{expected_category}'" + ) + + # 6. TOOL or TOOL_NAME constant + if not (hasattr(module, "TOOL") or hasattr(module, "TOOL_NAME")): + errors.append("Module must define a TOOL or TOOL_NAME string constant") + + if errors: + return VerificationResult(passed=False, level=1, errors=errors, warnings=warnings) + + # 7. Dry run with nonexistent path — must return ToolResult + try: + result = module.run(Path(tempfile.gettempdir()) / "_nonexistent_verification_target") + if not isinstance(result, ToolResult): + errors.append( + f"run() must return a ToolResult, got {type(result).__name__}" + ) + except Exception as e: + warnings.append(f"Dry run raised exception (acceptable): {e}") + + passed = len(errors) == 0 + return VerificationResult(passed=passed, level=1, errors=errors, warnings=warnings) + + +def verify_level2( + source: str, + tool_command: str, + target: Path, +) -> tuple[VerificationResult, Optional[ToolResult]]: + """Live verification — requires the tool CLI to be installed. + + Runs the wrapper against a real target and validates output. + + Returns (VerificationResult, ToolResult or None). The ToolResult is + returned so the caller can reuse it instead of running the tool twice. + """ + errors: list[str] = [] + warnings: list[str] = [] + + # Prerequisite: tool must be installed + if not check_tool_installed(tool_command): + return VerificationResult( + passed=False, level=2, + errors=[f"Tool '{tool_command}' not installed, skipping Level 2"], + ), None + + module, import_err = _load_module_from_source(source) + if module is None: + return VerificationResult(passed=False, level=2, errors=[import_err or "Import failed"]), None + + try: + result = module.run(target) + except Exception as e: + return VerificationResult( + passed=False, level=2, + errors=[f"run() raised exception: {e}"], + ), None + + if not isinstance(result, ToolResult): + return VerificationResult( + passed=False, level=2, + errors=[f"run() returned {type(result).__name__}, expected ToolResult"], + ), None + + if not result.success: + errors.append(f"Tool returned success=False: {result.error}") + + for i, finding in enumerate(result.findings): + if not isinstance(finding, Finding): + errors.append(f"Finding {i} is {type(finding).__name__}, expected Finding") + continue + if not isinstance(finding.severity, Severity): + errors.append(f"Finding {i} severity is not a valid Severity enum") + + passed = len(errors) == 0 + return VerificationResult(passed=passed, level=2, errors=errors, warnings=warnings), result diff --git a/scripts/aidlc-codereview/src/code_reviewer/agent/wrapper_generator.py b/scripts/aidlc-codereview/src/code_reviewer/agent/wrapper_generator.py new file mode 100644 index 00000000..c1f1d92a --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/agent/wrapper_generator.py @@ -0,0 +1,212 @@ +"""Core agent that generates, verifies, and registers tool wrappers.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +import importlib.util +import logging +import sys +from pathlib import Path +from typing import Any + +from code_reviewer.agent.base_agent import BaseAgent +from code_reviewer.agent.config import AgentConfig +from code_reviewer.common.output import vprint +from code_reviewer.agent.models import GenerationResult, GenerationStatus, VerificationResult +from code_reviewer.agent.prompt_builder import build_prompt +from code_reviewer.agent.response_parser import extract_code +from code_reviewer.agent.verification import verify_level1, verify_level2 +from code_reviewer.common.config import ToolConfig +from code_reviewer.tools.registry import register_wrapper + +logger = logging.getLogger("aidlc_code_reviewer.agent") + +_TOOLS_DIR = Path(__file__).resolve().parent.parent / "tools" + + +def _write_and_register(tool_name: str, source: str) -> Path: + """Write wrapper source to tools/.py and register it.""" + # Sanitize name for filename + safe_name = tool_name.replace("-", "_").replace(" ", "_") + wrapper_path = _TOOLS_DIR / f"{safe_name}.py" + wrapper_path.write_text(source) + + # Import and register + spec = importlib.util.spec_from_file_location(f"tools.{safe_name}", str(wrapper_path)) + if spec and spec.loader: + project_root = str(Path(__file__).resolve().parent.parent.parent) + if project_root not in sys.path: + sys.path.insert(0, project_root) + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + register_wrapper(tool_name, module) + + return wrapper_path + + +class WrapperGeneratorAgent(BaseAgent): + """Agent that auto-generates tool wrapper modules.""" + + def __init__(self, config: AgentConfig | None = None) -> None: + super().__init__(config) + + def execute(self, tool_config: ToolConfig | None = None, target: Path | None = None, **kwargs: Any) -> GenerationResult: + """Generate a wrapper for the given tool configuration. + + Steps: + 2. Build prompt + 3. Invoke LLM, extract code + 4. Verify Level 1 (static) — retry with error feedback on failure + 5. Verify Level 2 (live) — retry with error feedback on failure + 6. Write and register wrapper + """ + if tool_config is None: + return GenerationResult( + status=GenerationStatus.FAILED, + tool_name="unknown", + error="tool_config is required", + ) + + tool_name = tool_config.name + max_retries = self.config.max_retries + + # 1. Build prompt + doc_text = "" + prompt = build_prompt(tool_config, doc_text) + + # 3-7. Generate, verify (Level 1 + Level 2), retry on failure + last_errors: list[str] = [] + last_error_level: int = 0 + source: str | None = None + token_usage: dict = {} + v1: VerificationResult | None = None + v2: VerificationResult | None = None + live_tool_result = None + + for attempt in range(max_retries + 1): + # Invoke LLM + if attempt == 0: + current_prompt = prompt + else: + error_feedback = "\n".join(f"- {e}" for e in last_errors) + level_label = f"Level {last_error_level}" if last_error_level else "verification" + current_prompt = ( + f"{prompt}\n\n" + f"## IMPORTANT: Fix These Issues\n\n" + f"Your previous attempt failed {level_label} with these errors:\n{error_feedback}\n\n" + f"Please fix ALL of these issues in your new response." + ) + + try: + response_text, usage = self._invoke_model(current_prompt) + token_usage = usage + except Exception as e: + return GenerationResult( + status=GenerationStatus.FAILED, + tool_name=tool_name, + error=f"LLM invocation failed: {e}", + token_usage=token_usage, + ) + + # Extract code + code, extract_err = extract_code(response_text) + if code is None: + last_errors = [extract_err or "Code extraction failed"] + last_error_level = 0 + if attempt < max_retries: + logger.warning( + "Attempt %d: code extraction failed, retrying", attempt + 1 + ) + continue + return GenerationResult( + status=GenerationStatus.FAILED, + tool_name=tool_name, + error=extract_err, + token_usage=token_usage, + ) + + source = code + + # Level 1 verification + v1 = verify_level1(source, tool_config.category) + if not v1.passed: + last_errors = v1.errors + last_error_level = 1 + if attempt < max_retries: + logger.warning( + "Attempt %d: Level 1 verification failed (%s), retrying", + attempt + 1, + "; ".join(v1.errors), + ) + continue + return GenerationResult( + status=GenerationStatus.VERIFICATION_FAILED, + tool_name=tool_name, + verification=v1, + error=f"Level 1 verification failed: {'; '.join(v1.errors)}", + token_usage=token_usage, + ) + + # Level 1 passed + vprint(f" Level 1 (static) verification passed for '{tool_name}'", flush=True) + + # Level 2 verification (if tool is installed and target provided) + if target is not None: + v2, live_tool_result = verify_level2(source, tool_config.command, target) + if v2.passed: + logger.info("Level 2 (live) verification passed for %s", tool_name) + vprint(f" Level 2 (live) verification passed for '{tool_name}'", flush=True) + break # Both levels passed + else: + last_errors = v2.errors + last_error_level = 2 + if attempt < max_retries: + logger.warning( + "Attempt %d: Level 2 verification failed (%s), retrying", + attempt + 1, + "; ".join(v2.errors), + ) + continue + # Final attempt failed Level 2 — report failure + print( + f" Level 2 verification failed for '{tool_name}' " + f"after {max_retries + 1} attempts: {'; '.join(v2.errors)}", + flush=True, + ) + return GenerationResult( + status=GenerationStatus.VERIFICATION_FAILED, + tool_name=tool_name, + verification=v2, + error=f"Level 2 verification failed: {'; '.join(v2.errors)}", + token_usage=token_usage, + ) + else: + break # No target for Level 2, accept with Level 1 only + + if source is None: + return GenerationResult( + status=GenerationStatus.FAILED, + tool_name=tool_name, + error="No source code generated", + token_usage=token_usage, + ) + + # 8-9. Write and register + try: + wrapper_path = _write_and_register(tool_name, source) + except Exception as e: + return GenerationResult( + status=GenerationStatus.FAILED, + tool_name=tool_name, + error=f"Failed to write/register wrapper: {e}", + token_usage=token_usage, + ) + + return GenerationResult( + status=GenerationStatus.SUCCESS, + tool_name=tool_name, + wrapper_path=wrapper_path, + verification=v2 or v1, + token_usage=token_usage, + tool_result=live_tool_result, + ) diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/SEVERITY_MAPPING.md b/scripts/aidlc-codereview/src/code_reviewer/common/SEVERITY_MAPPING.md new file mode 100644 index 00000000..9288a5ce --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/SEVERITY_MAPPING.md @@ -0,0 +1,222 @@ +# Severity Classification Policy + +This document defines the severity classification standard for the AIDLC Code Reviewer. All tool wrappers (Java and Python) must follow this policy. + +--- + +## Core Rule + +**HIGH and CRITICAL are reserved exclusively for security-category findings.** Non-security categories (linting, type safety, complexity, duplication, dead code) must cap at MEDIUM. + +--- + +## 1. Severity Levels + +| Level | When to Use | Examples | +| ------------ | ---------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- | +| **CRITICAL** | Exploitable security vulnerabilities with direct impact | RCE, SQL injection (high confidence), command injection | +| **HIGH** | Security issues requiring immediate attention | Hardcoded secrets, insecure crypto, SSRF, XSS, deserialization flaws | +| **MEDIUM** | Significant non-security issues, or lower-confidence security findings | Type errors, high complexity (D-F rank), style errors, large duplication, security warnings | +| **LOW** | Minor issues that should be addressed but aren't urgent | Style warnings, small duplication, low-confidence dead code, minor linting | +| **INFO** | Informational, no action required | Low complexity grades (A), notes, ignored findings | + +--- + +## 2. Tool Mappings + +### 2.1 Security Tools (HIGH/CRITICAL allowed) + +#### Semgrep (Java + Python) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| `ERROR` | HIGH | +| `WARNING` | MEDIUM | +| `INFO` | LOW | +| Unknown / default | LOW | + +Consistent across both languages. + +#### Gitleaks (Java + Python) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| All detected secrets | HIGH | + +Consistent across both languages. + +#### Bandit (Python only) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| `HIGH` | HIGH | +| `MEDIUM` | MEDIUM | +| `LOW` | LOW | +| Unknown / default | INFO | + +### 2.2 Linting / Style Tools (capped at MEDIUM) + +#### Checkstyle (Java) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| `error` | MEDIUM | +| `warning` | LOW | +| `info` | INFO | +| `ignore` | INFO | + +#### Ruff (Python) + +| Rule Code Prefix | Mapped Severity | +| ------------------------- | --------------- | +| `E` (pycodestyle errors) | MEDIUM | +| `F` (pyflakes errors) | MEDIUM | +| `W` (warnings) | LOW | +| `I` (import sorting) | LOW | +| `N` (naming conventions) | LOW | +| All other prefixes | LOW | + +#### PMD — Linting rules (Java) + +| PMD Priority | Mapped Severity | +| ------------ | --------------- | +| 1 | MEDIUM | +| 2 | MEDIUM | +| 3 | MEDIUM | +| 4 | LOW | +| 5 | INFO | + +PMD covers linting, complexity, and dead code — all non-security categories. The PMD priority 1-5 scale is compressed to cap at MEDIUM. + +### 2.3 Type Safety Tools (capped at MEDIUM) + +#### javac (Java) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| `error` | MEDIUM | +| `warning` | LOW | + +#### mypy (Python) + +| Tool-Native Severity | Mapped Severity | +| -------------------- | --------------- | +| `error` | MEDIUM | +| `warning` | LOW | +| `note` | INFO | + +Consistent across both languages for the type safety category. + +### 2.4 Complexity Tools (capped at MEDIUM) + +#### Radon (Python) + +| Complexity Rank | Mapped Severity | +| --------------- | --------------- | +| A (1-5) | INFO | +| B (6-10) | LOW | +| C (11-15) | MEDIUM | +| D (16-20) | MEDIUM | +| E (21-25) | MEDIUM | +| F (26+) | MEDIUM | + +#### PMD Complexity Rules (Java) + +Uses the standard PMD priority mapping (capped at MEDIUM, see 2.2). + +### 2.5 Code Duplication Tools (capped at MEDIUM) + +#### PMD-CPD (Java) + +| Condition | Mapped Severity | +| ------------------------------ | --------------- | +| Duplicated block < 30 lines | LOW | +| Duplicated block >= 30 lines | MEDIUM | + +Python duplication tool (jscpd) is not yet implemented. + +### 2.6 Dead Code Tools (capped at MEDIUM) + +#### Vulture (Python) + +| Condition | Mapped Severity | +| -------------------- | --------------- | +| Confidence >= 80% | MEDIUM | +| Confidence < 80% | LOW | + +#### PMD Dead Code Rules (Java) + +Uses the standard PMD priority mapping (capped at MEDIUM, see 2.2). + +--- + +## 3. Verdict Logic + +Source: `common/report.py` — `_overall_verdict()` + +The overall verdict is determined by counting findings across ALL tools: + +```text +if CRITICAL > 0 OR HIGH >= 5 --> "Critical" +if HIGH > 0 OR MEDIUM >= 10 --> "Needs Attention" +otherwise --> "Good" +``` + +Because HIGH/CRITICAL are reserved for security, this means: + +- **"Critical"** can only be triggered by security findings (CRITICAL vulnerabilities or 5+ HIGH security issues) +- **"Needs Attention"** is triggered by any security finding (1+ HIGH) or by 10+ non-security issues at MEDIUM +- **"Good"** means no security findings and fewer than 10 medium-severity non-security issues + +This is intentional — security issues are non-negotiable and immediately escalate the verdict. + +--- + +## 4. Top Findings Selection + +Source: `common/report.py` — `_top_findings()` + +The executive summary "Top Findings" section uses this algorithm: + +1. **Include ALL CRITICAL and HIGH findings** — these are security issues and are not capped or hidden +2. Deduplicate by `rule_id:file` so repeated hits don't dominate +3. Fill remaining slots (up to 5 by default) with MEDIUM findings, round-robin across categories for diversity +4. LOW and INFO findings are not shown in the top findings + +This means: if there are 12 HIGH security findings, all 12 appear in the top findings. Security is non-negotiable and fully visible in the executive summary. + +All findings (including LOW and INFO) are still reported in full in the per-tool sections (Section 3.x of the report). + +--- + +## 5. Quick Reference Table + +| Tool | Language | Category | Native Value | Mapped Severity | +| ---------- | -------- | ---------------------------- | ----------------- | --------------- | +| semgrep | Both | security | ERROR | HIGH | +| semgrep | Both | security | WARNING | MEDIUM | +| semgrep | Both | security | INFO | LOW | +| gitleaks | Both | security | (all secrets) | HIGH | +| bandit | Python | security | HIGH | HIGH | +| bandit | Python | security | MEDIUM | MEDIUM | +| bandit | Python | security | LOW | LOW | +| checkstyle | Java | linting | error | MEDIUM | +| checkstyle | Java | linting | warning | LOW | +| checkstyle | Java | linting | info | INFO | +| ruff | Python | linting | E/F prefix | MEDIUM | +| ruff | Python | linting | W/I/N prefix | LOW | +| pmd | Java | linting/complexity/dead_code | priority 1-3 | MEDIUM | +| pmd | Java | linting/complexity/dead_code | priority 4 | LOW | +| pmd | Java | linting/complexity/dead_code | priority 5 | INFO | +| javac | Java | type_safety | error | MEDIUM | +| javac | Java | type_safety | warning | LOW | +| mypy | Python | type_safety | error | MEDIUM | +| mypy | Python | type_safety | warning | LOW | +| mypy | Python | type_safety | note | INFO | +| radon | Python | complexity | A | INFO | +| radon | Python | complexity | B | LOW | +| radon | Python | complexity | C-F | MEDIUM | +| pmd-cpd | Java | duplication | < 30 lines | LOW | +| pmd-cpd | Java | duplication | >= 30 lines | MEDIUM | +| vulture | Python | dead_code | >= 80% confidence | MEDIUM | +| vulture | Python | dead_code | < 80% confidence | LOW | diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/__init__.py b/scripts/aidlc-codereview/src/code_reviewer/common/__init__.py new file mode 100644 index 00000000..c6087994 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/__init__.py @@ -0,0 +1 @@ +"""Common shared modules for AIDLC Code Reviewer.""" diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/cli.py b/scripts/aidlc-codereview/src/code_reviewer/common/cli.py new file mode 100644 index 00000000..ca41f0e9 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/cli.py @@ -0,0 +1,10 @@ +"""CLI entry point for aidlc-code-reviewer.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from code_reviewer.runner import main as _run + + +def main() -> None: + _run() diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/config.py b/scripts/aidlc-codereview/src/code_reviewer/common/config.py new file mode 100644 index 00000000..ddca463e --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/config.py @@ -0,0 +1,113 @@ +"""YAML config loader and validation for AIDLC Code Reviewer.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from __future__ import annotations + +from dataclasses import dataclass, field +from pathlib import Path + +import yaml + + +@dataclass +class ToolConfig: + """Configuration for a single review tool. + + Only 'name' is required. The rest are optional — built-in wrappers + already define their own CATEGORY/TOOL/SUPPORTED_LANGUAGES, and the + agent infers them for generated wrappers. + """ + + name: str + command: str = "" # defaults to name + category: str = "" # read from wrapper module at runtime + output_format: str = "" # hint for agent, optional + args: list[str] = field(default_factory=list) + + def __post_init__(self) -> None: + if not self.command: + self.command = self.name + + +@dataclass +class ReviewConfig: + """Top-level review configuration.""" + + tools: list[ToolConfig] + + +# Path to the default config that ships with the package +from code_reviewer import CONFIG_DIR +_DEFAULT_CONFIG_PATH = CONFIG_DIR / "review-config.yaml" + +VALID_CATEGORIES = { + "security", "linting", "type_safety", "complexity", "duplication", "dead_code", +} + + +def load_config(config_path: Path | None = None) -> ReviewConfig: + """Load and validate a review config from YAML. + + Config entries can be: + - A string: just the tool name (e.g. "pylint") + - A dict with 'name' required, everything else optional + + Args: + config_path: Path to YAML config file. If None, uses the default + config that ships with the package. + + Returns: + Validated ReviewConfig instance. + + Raises: + FileNotFoundError: If the config file does not exist. + ValueError: If the config is invalid. + """ + path = config_path or _DEFAULT_CONFIG_PATH + if not path.exists(): + raise FileNotFoundError(f"Config file not found: {path}") + + with open(path, encoding="utf-8") as f: + raw = yaml.safe_load(f) + + if not isinstance(raw, dict) or "tools" not in raw: + raise ValueError("Config must contain a 'tools' key with a list of tool definitions.") + + tools: list[ToolConfig] = [] + for i, entry in enumerate(raw["tools"]): + # Simple string entry: just the tool name + if isinstance(entry, str): + tools.append(ToolConfig(name=entry)) + continue + + if not isinstance(entry, dict): + raise ValueError(f"Tool entry {i} must be a string or a mapping.") + + if "name" not in entry: + raise ValueError(f"Tool entry {i} missing required field: 'name'") + + name = str(entry["name"]) + command = str(entry.get("command", "")) + category = str(entry.get("category", "")) + output_format = str(entry.get("output_format", "")) + + if category and category not in VALID_CATEGORIES: + raise ValueError( + f"Tool '{name}': invalid category '{category}'. " + f"Must be one of: {', '.join(sorted(VALID_CATEGORIES))}" + ) + + tools.append(ToolConfig( + name=name, + command=command or name, + category=category, + output_format=output_format, + args=[str(a) for a in entry.get("args", [])], + )) + + if not tools: + raise ValueError("Config must define at least one tool.") + + return ReviewConfig(tools=tools) diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/language_detector.py b/scripts/aidlc-codereview/src/code_reviewer/common/language_detector.py new file mode 100644 index 00000000..9247f222 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/language_detector.py @@ -0,0 +1,59 @@ +"""Language detection by scanning file extensions in a target directory.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from __future__ import annotations + +from pathlib import Path + +EXTENSION_MAP: dict[str, str] = { + ".py": "python", + ".java": "java", + ".js": "javascript", + ".jsx": "javascript", + ".ts": "typescript", + ".tsx": "typescript", + ".go": "go", + ".rb": "ruby", + ".rs": "rust", + ".cpp": "cpp", + ".cc": "cpp", + ".cxx": "cpp", + ".c": "c", + ".h": "c", + ".hpp": "cpp", + ".cs": "csharp", + ".kt": "kotlin", + ".kts": "kotlin", + ".swift": "swift", + ".scala": "scala", + ".php": "php", + ".r": "r", + ".R": "r", + ".sh": "shell", + ".bash": "shell", +} + + +def detect_languages(target: Path) -> set[str]: + """Scan a target path and return the set of detected programming languages. + + If target is a file, detects from that single file's extension. + If target is a directory, recursively scans all files. + """ + detected: set[str] = set() + + if target.is_file(): + lang = EXTENSION_MAP.get(target.suffix.lower()) + if lang: + detected.add(lang) + return detected + + for file_path in target.rglob("*"): + if file_path.is_file(): + lang = EXTENSION_MAP.get(file_path.suffix.lower()) + if lang: + detected.add(lang) + + return detected diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/models.py b/scripts/aidlc-codereview/src/code_reviewer/common/models.py new file mode 100644 index 00000000..9d20a5b0 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/models.py @@ -0,0 +1,211 @@ +"""Shared data models for AIDLC Code Reviewer.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from dataclasses import dataclass, field +from enum import Enum +from typing import Optional + + +class Severity(str, Enum): + LOW = "LOW" + MEDIUM = "MEDIUM" + HIGH = "HIGH" + CRITICAL = "CRITICAL" + INFO = "INFO" + + +@dataclass +class Finding: + """A single issue found by a tool.""" + + file: str + line: int + rule_id: str + message: str + severity: Severity + tool: str + category: str # maps to rubric category + column: Optional[int] = None + end_line: Optional[int] = None + end_column: Optional[int] = None + + +@dataclass +class DuplicationBlock: + """A pair of duplicated code blocks.""" + + source_file: str + source_start_line: int + source_end_line: int + target_file: str + target_start_line: int + target_end_line: int + lines: int + tokens: int + + +@dataclass +class ToolResult: + """Standardized output from any tool wrapper.""" + + tool: str + category: str + success: bool + findings: list[Finding] = field(default_factory=list) + duplications: list[DuplicationBlock] = field(default_factory=list) + error: Optional[str] = None + raw_output: Optional[str] = None + + +@dataclass +class SkipRecord: + """Record of a tool that was skipped (no wrapper, not installed, or errored).""" + + tool: str + category: str + reason: str + + +class CriticalCategory(str, Enum): + """Categories of critical code that require human review (technical focus).""" + + COMPUTATION = "COMPUTATION" + CONTROL_FLOW = "CONTROL_FLOW" + DATA_TRANSFORM = "DATA_TRANSFORM" + + +@dataclass +class CriticalFinding: + """A critical code section flagged for human review. + + Designed for scanability: category tag, location, one-line verdict, + the actual code block, and any related tool errors. + """ + + category: CriticalCategory + file: str + start_line: int + end_line: int + verdict: str # one-line human-readable summary + code_block: str # the actual source code + why_critical: str # brief reason this needs human eyes + recommended_action: str = "" # one-line actionable fix suggestion + source: str = "agent_only" # "agent_only" or "tool_assisted" + related_tool_findings: list[Finding] = field(default_factory=list) + highlight_lines: list[int] = field(default_factory=list) # specific problematic lines (absolute) + + +class StructureRating(str, Enum): + """Rating for a code structure dimension.""" + + GOOD = "GOOD" + NEEDS_IMPROVEMENT = "NEEDS_IMPROVEMENT" + POOR = "POOR" + + +@dataclass +class StructureDimension: + """Assessment of one code quality dimension (e.g. logging, scalability).""" + + dimension: str # e.g. "logging", "scalability", "efficiency" + rating: StructureRating + summary: str # one-line assessment + findings: list["StructureIssue"] = field(default_factory=list) + + +@dataclass +class StructureIssue: + """A specific actionable issue within a structure dimension.""" + + file: str + start_line: int + end_line: int + issue: str # one-line description of the problem + recommendation: str # one-line actionable fix + code_block: str = "" # the relevant source code + source: str = "agent_only" # "agent_only" or "tool_assisted" + related_tool_findings: list[Finding] = field(default_factory=list) + highlight_lines: list[int] = field(default_factory=list) # specific problematic lines (absolute) + + +@dataclass +class CodeStructureCritique: + """Full AI-powered code structure critique (Section 2 of the report).""" + + overall_summary: str # 2-3 sentence high-level assessment + dimensions: list[StructureDimension] = field(default_factory=list) + + +# --------------------------------------------------------------------------- +# Business Logic Review models +# --------------------------------------------------------------------------- + + +class BusinessLogicCategory(str, Enum): + """Categories of business logic detected in code.""" + + FINANCIAL_FORMULA = "FINANCIAL_FORMULA" + SCORING_AND_RANKING = "SCORING_AND_RANKING" + PRICING_AND_DISCOUNT = "PRICING_AND_DISCOUNT" + BUSINESS_RULE = "BUSINESS_RULE" + STATE_MACHINE = "STATE_MACHINE" + ROUNDING_AND_PRECISION = "ROUNDING_AND_PRECISION" + BOUNDARY_CONDITION = "BOUNDARY_CONDITION" + DATA_MAPPING = "DATA_MAPPING" + TEMPORAL_LOGIC = "TEMPORAL_LOGIC" + RECONCILIATION = "RECONCILIATION" + + +class ConsistencyIssueType(str, Enum): + """Types of self-consistency issues across business logic.""" + + CONSTANT_DRIFT = "CONSTANT_DRIFT" + LOGIC_DIVERGENCE = "LOGIC_DIVERGENCE" + NAMING_MISMATCH = "NAMING_MISMATCH" + REDUNDANT_IMPLEMENTATION = "REDUNDANT_IMPLEMENTATION" + + +@dataclass +class BusinessLogicFinding: + """A business logic section flagged for human review.""" + + category: BusinessLogicCategory + title: str # short, meaningful name (e.g. "Tax Rate Calculation") + file: str + start_line: int + end_line: int + what_it_does: str # plain-English description a PM can understand + review_guidance: str # what specifically the human should verify + code_block: str # exact source lines + risk_if_wrong: str # business impact if this code has a bug + + +@dataclass +class ConsistencyIssueLocation: + """A location involved in a consistency issue.""" + + file: str + start_line: int + end_line: int + + +@dataclass +class ConsistencyIssue: + """A self-consistency issue between business logic sections.""" + + issue_type: ConsistencyIssueType + description: str + locations: list[ConsistencyIssueLocation] = field(default_factory=list) + code_blocks: list[str] = field(default_factory=list) + recommended_action: str = "" + + +@dataclass +class BusinessLogicReview: + """Full business logic review result (separate report).""" + + executive_summary: str = "" # 2-3 sentence high-level assessment + findings: list[BusinessLogicFinding] = field(default_factory=list) + consistency_issues: list[ConsistencyIssue] = field(default_factory=list) diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/output.py b/scripts/aidlc-codereview/src/code_reviewer/common/output.py new file mode 100644 index 00000000..93c53cea --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/output.py @@ -0,0 +1,26 @@ +"""Shared verbose output helper for AIDLC Code Reviewer.""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +_verbose = False + + +def set_verbose(enabled: bool) -> None: + """Enable or disable verbose terminal output.""" + global _verbose + _verbose = enabled + + +def is_verbose() -> bool: + """Return whether verbose mode is active.""" + return _verbose + + +def vprint(*args, **kwargs) -> None: + """Print only when verbose mode is enabled. + + Accepts the same arguments as built-in print(). + """ + if _verbose: + print(*args, **kwargs) diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/report.py b/scripts/aidlc-codereview/src/code_reviewer/common/report.py new file mode 100644 index 00000000..f86bcb41 --- /dev/null +++ b/scripts/aidlc-codereview/src/code_reviewer/common/report.py @@ -0,0 +1,1762 @@ +"""Unified report generator for Markdown and HTML output. + +Follows the AIDLC Code Reviewer rubric report structure: + 0. Executive Summary + 1. Critical Code Findings (top of report) + 2. Code Structure Critique (AI-powered) + 3. Code Quality Analysis (3.1-3.8) + 4. Appendix +""" + +# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: MIT-0 + +from __future__ import annotations + +import html as html_lib +from pathlib import Path + +from code_reviewer.common.models import ( + BusinessLogicCategory, + BusinessLogicFinding, + BusinessLogicReview, + CodeStructureCritique, + ConsistencyIssue, + ConsistencyIssueType, + CriticalCategory, + CriticalFinding, + DuplicationBlock, + Finding, + Severity, + SkipRecord, + StructureRating, + ToolResult, +) + +SEV_ORDER = [Severity.CRITICAL, Severity.HIGH, Severity.MEDIUM, Severity.LOW, Severity.INFO] + +CRITICAL_CATEGORY_LABELS = { + CriticalCategory.COMPUTATION: "COMPUTATION", + CriticalCategory.CONTROL_FLOW: "CONTROL_FLOW", + CriticalCategory.DATA_TRANSFORM: "DATA_TRANSFORM", +} + +CRITICAL_CATEGORY_ICONS = { + CriticalCategory.COMPUTATION: "🔢", + CriticalCategory.CONTROL_FLOW: "🔀", + CriticalCategory.DATA_TRANSFORM: "🔄", +} + +DIMENSION_ICONS = { + "LOGGING": "📋", + "MEASURABILITY": "📊", + "SCALABILITY": "📈", + "EFFICIENCY": "⚡", + "COMPLEXITY": "🧩", + "STRUCTURE": "🏗️", +} + +RATING_LABELS = { + StructureRating.GOOD: ("Good", "good"), + StructureRating.NEEDS_IMPROVEMENT: ("Needs Improvement", "attention"), + StructureRating.POOR: ("Poor", "critical"), +} + +CATEGORY_LABELS = { + "security": "Security", + "linting": "Linting / Style Conformance", + "type_safety": "Type Safety", + "complexity": "Complexity", + "duplication": "Code Duplication", + "dead_code": "Dead Code", +} + +# Which rubric section number each category maps to +CATEGORY_NUMBERS = { + "security": "3.1", + "linting": "3.3", + "type_safety": "3.4", + "complexity": "3.5", + "duplication": "3.6", + "dead_code": "3.7", +} + +BUSINESS_LOGIC_CATEGORY_LABELS = { + BusinessLogicCategory.FINANCIAL_FORMULA: "Financial Formula", + BusinessLogicCategory.SCORING_AND_RANKING: "Scoring & Ranking", + BusinessLogicCategory.PRICING_AND_DISCOUNT: "Pricing & Discount", + BusinessLogicCategory.BUSINESS_RULE: "Business Rule", + BusinessLogicCategory.STATE_MACHINE: "State Machine", + BusinessLogicCategory.ROUNDING_AND_PRECISION: "Rounding & Precision", + BusinessLogicCategory.BOUNDARY_CONDITION: "Boundary Condition", + BusinessLogicCategory.DATA_MAPPING: "Data Mapping", + BusinessLogicCategory.TEMPORAL_LOGIC: "Temporal Logic", + BusinessLogicCategory.RECONCILIATION: "Reconciliation", +} + +BUSINESS_LOGIC_CATEGORY_ICONS = { + BusinessLogicCategory.FINANCIAL_FORMULA: "💰", + BusinessLogicCategory.SCORING_AND_RANKING: "📊", + BusinessLogicCategory.PRICING_AND_DISCOUNT: "🏷️", + BusinessLogicCategory.BUSINESS_RULE: "📋", + BusinessLogicCategory.STATE_MACHINE: "🔄", + BusinessLogicCategory.ROUNDING_AND_PRECISION: "🔢", + BusinessLogicCategory.BOUNDARY_CONDITION: "🚧", + BusinessLogicCategory.DATA_MAPPING: "🗺️", + BusinessLogicCategory.TEMPORAL_LOGIC: "⏰", + BusinessLogicCategory.RECONCILIATION: "⚖️", +} + +CONSISTENCY_ISSUE_LABELS = { + ConsistencyIssueType.CONSTANT_DRIFT: "Constant Drift", + ConsistencyIssueType.LOGIC_DIVERGENCE: "Logic Divergence", + ConsistencyIssueType.NAMING_MISMATCH: "Naming Mismatch", + ConsistencyIssueType.REDUNDANT_IMPLEMENTATION: "Redundant Implementation", +} + +CONSISTENCY_ISSUE_ICONS = { + ConsistencyIssueType.CONSTANT_DRIFT: "📌", + ConsistencyIssueType.LOGIC_DIVERGENCE: "🔀", + ConsistencyIssueType.NAMING_MISMATCH: "🏷️", + ConsistencyIssueType.REDUNDANT_IMPLEMENTATION: "♻️", +} + +# Tools that map to the secrets sub-section (3.2) +SECRETS_TOOLS = {"gitleaks"} + + +def _render_code_block_md(code_block: str, start_line: int, highlight_lines: list[int]) -> list[str]: + """Render a code block in markdown with highlighted lines marked with '>>>'.""" + lines: list[str] = [] + highlight_set = set(highlight_lines) + code_lines = code_block.split("\n") + lines.append("```") + for i, code_line in enumerate(code_lines): + line_num = start_line + i + if highlight_set and line_num in highlight_set: + lines.append(f">>> {code_line}") + else: + lines.append(f" {code_line}") + lines.append("```") + return lines + + +def _count_by_severity(findings: list[Finding]) -> dict[str, int]: + counts: dict[str, int] = {} + for f in findings: + counts[f.severity.value] = counts.get(f.severity.value, 0) + 1 + return counts + + +def _severity_sort_key(f: Finding) -> int: + order = {Severity.CRITICAL: 0, Severity.HIGH: 1, Severity.MEDIUM: 2, Severity.LOW: 3, Severity.INFO: 4} + return order.get(f.severity, 5) + + +def _overall_verdict(findings: list[Finding]) -> str: + by_sev = _count_by_severity(findings) + crit = by_sev.get("CRITICAL", 0) + high = by_sev.get("HIGH", 0) + med = by_sev.get("MEDIUM", 0) + if crit > 0 or high >= 5: + return "Critical" + if high > 0 or med >= 10: + return "Needs Attention" + return "Good" + + +def _action_summary( + by_sev: dict[str, int], + verdict: str, + critical_findings: list[CriticalFinding] | None, + all_findings: list[Finding], +) -> str: + """Build a short, action-oriented summary telling the reader what to do.""" + parts: list[str] = [] + crit = by_sev.get("CRITICAL", 0) + high = by_sev.get("HIGH", 0) + med = by_sev.get("MEDIUM", 0) + low = by_sev.get("LOW", 0) + by_sev.get("INFO", 0) + n_critical_sections = len(critical_findings) if critical_findings else 0 + + if verdict == "Good": + parts.append("No urgent issues found.") + if med: + parts.append(f"Review {med} medium-severity findings when convenient.") + return " ".join(parts) + + # Urgent items + urgent: list[str] = [] + if crit: + urgent.append(f"{crit} CRITICAL") + if high: + urgent.append(f"{high} HIGH") + if urgent: + parts.append(f"{' and '.join(urgent)}-severity findings require immediate action.") + + if n_critical_sections: + parts.append( + f"{n_critical_sections} code section{'s' if n_critical_sections != 1 else ''}" + f" flagged for human review — see Critical Code Findings below." + ) + + if med: + parts.append(f"Address {med} MEDIUM findings during regular development.") + + return " ".join(parts) + + +def _short_path(filepath: str) -> str: + """Return just the filename from a potentially absolute path.""" + return Path(filepath).name + + +def _short_rule(rule_id: str) -> str: + """Shorten dotted rule IDs like 'java.lang.security.audit.foo.bar' → 'bar'.""" + return rule_id.rsplit(".", 1)[-1] if "." in rule_id else rule_id + + + +def _top_findings(findings: list[Finding]) -> list[Finding]: + """Return CRITICAL and HIGH findings for the executive summary. + + Deduplicated by ``rule_id`` so the same rule across multiple files + appears only once (the first occurrence by severity order). + """ + sorted_f = sorted(findings, key=_severity_sort_key) + seen_rules: set[str] = set() + top: list[Finding] = [] + for f in sorted_f: + if f.severity not in (Severity.CRITICAL, Severity.HIGH): + break + if f.rule_id in seen_rules: + continue + seen_rules.add(f.rule_id) + top.append(f) + return top + + +# --------------------------------------------------------------------------- +# Markdown report +# --------------------------------------------------------------------------- + +def generate_markdown( + target: Path, + results: list[ToolResult], + skip_records: list[SkipRecord], + timestamp: str, + detected_languages: set[str], + critical_findings: list[CriticalFinding] | None = None, + code_structure_critique: CodeStructureCritique | None = None, +) -> str: + all_findings = [f for r in results for f in r.findings] + by_sev = _count_by_severity(all_findings) + verdict = _overall_verdict(all_findings) + top = _top_findings(all_findings) + lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown" + + lines: list[str] = [] + + # Header + lines.append("# AIDLC Code Reviewer — Analysis Report") + lines.append("") + lines.append(f"**Generated**: {timestamp} ") + lines.append(f"**Target**: `{target.resolve()}` ") + lines.append(f"**Detected languages**: {lang_display} ") + lines.append(f"**Total findings**: {len(all_findings)} ") + lines.append(f"**Overall verdict**: **{verdict}**") + lines.append("") + + # --- 1. Executive Summary --- + lines.append("## 1. Executive Summary") + lines.append("") + sev_parts = ", ".join(f"{by_sev[s]} {s}" for s in ["CRITICAL", "HIGH", "MEDIUM", "LOW", "INFO"] if by_sev.get(s)) + lines.append(f"**{verdict}** — {len(all_findings)} findings ({sev_parts})") + lines.append("") + action = _action_summary(by_sev, verdict, critical_findings, all_findings) + lines.append(f"> {action}") + lines.append("") + if top: + for i, f in enumerate(top, 1): + lines.append( + f"{i}. **[{f.severity.value}]** `{_short_rule(f.rule_id)}` in `{_short_path(f.file)}`" + f" — {f.message}" + ) + lines.append("") + + # --- Tool Summary --- + lines.append("### Tool Summary") + lines.append("") + lines.append("| Category | Tool | Status | Findings |") + lines.append("|----------|------|--------|----------|") + for r in results: + cat = CATEGORY_LABELS.get(r.category, r.category) + status = "✓ Ran" if r.success else "✗ Error" + lines.append(f"| {cat} | {r.tool} | {status} | {len(r.findings)} |") + for sk in skip_records: + cat = CATEGORY_LABELS.get(sk.category, sk.category) + lines.append(f"| {cat} | {sk.tool} | skipped | — |") + lines.append("") + + # --- Critical Code Findings --- + lines.append("## Critical Code Findings — Review Required") + lines.append("") + if critical_findings: + lines.append(f"**{len(critical_findings)}** critical code sections identified for human review.") + lines.append("") + for i, cf in enumerate(critical_findings, 1): + icon = CRITICAL_CATEGORY_ICONS.get(cf.category, "⚠️") + label = CRITICAL_CATEGORY_LABELS.get(cf.category, cf.category.value) + source_badge = "\U0001f916 Agent-identified" if cf.source == "agent_only" else "\U0001f527 Tool-assisted" + lines.append(f"### {i}. {icon} [{label}] `{cf.file}`:{cf.start_line}-{cf.end_line} {source_badge}") + lines.append("") + lines.append(f"**Finding**: {cf.verdict} ") + if cf.recommended_action: + lines.append(f"**Action**: {cf.recommended_action} ") + lines.append("") + if cf.why_critical: + lines.append("**Why it matters**:") + lines.append("") + lines.append(cf.why_critical) + lines.append("") + if cf.related_tool_findings: + lines.append(f"**Related Tool Findings ({len(cf.related_tool_findings)})**:") + lines.append("") + for tf in cf.related_tool_findings: + lines.append(f"- **{tf.tool}** `{tf.rule_id}` [{tf.severity.value}] — {tf.message}") + lines.append("") + lines.append("**Code**:") + lines.append("") + lines.extend(_render_code_block_md(cf.code_block, cf.start_line, cf.highlight_lines)) + lines.append("") + else: + lines.append("No critical code sections identified.") + lines.append("") + + # --- 2. Code Structure Critique --- + lines.append("## 2. Code Structure Critique") + lines.append("") + if code_structure_critique: + lines.append(code_structure_critique.overall_summary) + lines.append("") + # Dimension summary table + lines.append("| Dimension | Rating | Summary |") + lines.append("|-----------|--------|---------|") + for dim in code_structure_critique.dimensions: + icon = DIMENSION_ICONS.get(dim.dimension, "📌") + rating_label, _ = RATING_LABELS.get(dim.rating, (dim.rating.value, "")) + lines.append(f"| {icon} {dim.dimension} | {rating_label} | {dim.summary} |") + lines.append("") + # Detailed findings per dimension + for dim in code_structure_critique.dimensions: + if not dim.findings: + continue + icon = DIMENSION_ICONS.get(dim.dimension, "📌") + rating_label, _ = RATING_LABELS.get(dim.rating, (dim.rating.value, "")) + lines.append(f"### 2.x {icon} {dim.dimension} — {rating_label}") + lines.append("") + lines.append(dim.summary) + lines.append("") + for j, issue in enumerate(dim.findings, 1): + source_badge = "\U0001f916 Agent" if issue.source == "agent_only" else "\U0001f527 Tool-assisted" + lines.append(f"**{j}.** `{issue.file}`:{issue.start_line}-{issue.end_line} {source_badge}") + lines.append(f" - **Issue**: {issue.issue}") + lines.append(f" - **Fix**: {issue.recommendation}") + if issue.related_tool_findings: + lines.append(f" **Related Tool Findings ({len(issue.related_tool_findings)})**:") + lines.append("") + for tf in issue.related_tool_findings: + lines.append(f" - **{tf.tool}** `{tf.rule_id}` [{tf.severity.value}] — {tf.message}") + lines.append("") + if issue.code_block: + lines.append(" **Code**:") + lines.append("") + for cl in _render_code_block_md(issue.code_block, issue.start_line, issue.highlight_lines): + lines.append(f" {cl}") + lines.append("") + lines.append("") + else: + lines.append("*Code structure critique not available.*") + lines.append("") + + # --- 3. Code Quality Analysis --- + lines.append("## 3. Code Quality Analysis") + lines.append("") + + # Only iterate over results (tools that actually ran) + for r in results: + if r.tool in SECRETS_TOOLS: + section = "3.2" + label = "Secrets and Credentials" + else: + section = CATEGORY_NUMBERS.get(r.category, "3.x") + label = CATEGORY_LABELS.get(r.category, r.category) + + lines.append(f"### {section} {label} ({r.tool})") + lines.append("") + + if not r.success: + lines.append(f"> **Error**: {r.error}") + lines.append("") + continue + + if not r.findings: + lines.append("No findings.") + lines.append("") + continue + + r_sev = _count_by_severity(r.findings) + lines.append(f"**Findings**: {len(r.findings)}") + sev_parts = [f"{s}: {r_sev[s]}" for s in ["CRITICAL", "HIGH", "MEDIUM", "LOW", "INFO"] if r_sev.get(s)] + if sev_parts: + lines.append(f" ({', '.join(sev_parts)})") + lines.append("") + + lines.append("| # | Severity | Rule | File | Line | Message |") + lines.append("|---|----------|------|------|------|---------|") + sorted_findings = sorted(r.findings, key=_severity_sort_key) + for i, f in enumerate(sorted_findings, 1): + loc = str(f.line) + if f.column is not None: + loc += f":{f.column}" + msg = f.message.replace("|", "\\|") + lines.append(f"| {i} | {f.severity.value} | `{f.rule_id}` | `{f.file}` | {loc} | {msg} |") + lines.append("") + + # --- 5. Appendix --- + lines.append("## 5. Appendix") + lines.append("") + lines.append(f"**Timestamp**: {timestamp} ") + lines.append(f"**Target path**: `{target.resolve()}` ") + lines.append("") + + lines.append("### Files Analyzed") + lines.append("") + all_files = sorted({f.file for r in results for f in r.findings}) + if all_files: + for fp in all_files: + lines.append(f"- `{fp}`") + else: + lines.append("No files with findings.") + lines.append("") + + lines.append("### Tool Versions") + lines.append("") + lines.append("| Tool | Category |") + lines.append("|------|----------|") + for r in results: + cat = CATEGORY_LABELS.get(r.category, r.category) + lines.append(f"| {r.tool} | {cat} |") + lines.append("") + + return "\n".join(lines) + + +# --------------------------------------------------------------------------- +# HTML report +# --------------------------------------------------------------------------- + +_THIRD_PARTY_MARKERS = ("node_modules/", "vendor/", "third_party/", ".venv/", "site-packages/") + + +def _is_third_party(filepath: str) -> bool: + """Return True if the file path looks like a third-party dependency.""" + return any(marker in filepath for marker in _THIRD_PARTY_MARKERS) + + +def _format_timestamp_human(iso_ts: str) -> str: + """Convert '2026-03-20T16:27:54Z' → '03/20/2026, 4:27 PM UTC'.""" + from datetime import datetime, timezone + try: + dt = datetime.fromisoformat(iso_ts.replace("Z", "+00:00")) + return dt.strftime("%m/%d/%Y, %-I:%M %p UTC") + except (ValueError, AttributeError): + return iso_ts + + +_CSS = """ +:root { + --bg: #1a1b26; --bg-surface: #24283b; --bg-card: #1f2335; + --text: #c0caf5; --text-dim: #6b7394; --text-bright: #e0e6ff; + --border: #3b4261; --accent: #7aa2f7; + --sev-critical: #f7768e; --sev-high: #ff9e64; --sev-medium: #e0af68; + --sev-low: #9ece6a; --sev-info: #7dcfff; + --good: #9ece6a; --attention: #e0af68; --critical: #f7768e; +} +* { box-sizing: border-box; margin: 0; padding: 0; } +body { + font-family: 'SF Mono', 'Fira Code', 'JetBrains Mono', monospace; + background: var(--bg); color: var(--text); + line-height: 1.6; padding: 2rem; max-width: 1200px; margin: 0 auto; +} +h1 { color: var(--accent); font-size: 1.5rem; margin-bottom: 0.25rem; } +h2 { color: var(--text-bright); font-size: 1.2rem; margin: 2rem 0 0.75rem; border-bottom: 1px solid var(--border); padding-bottom: 0.4rem; } +h3 { color: var(--accent); font-size: 1rem; margin: 1.5rem 0 0.5rem; } +.meta { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1.5rem; } +.meta span { margin-right: 2rem; } +.verdict { display: inline-block; padding: 0.2rem 0.8rem; border-radius: 4px; font-weight: bold; font-size: 0.9rem; } +.verdict-good { background: var(--good); color: #1a1b26; } +.verdict-attention { background: var(--attention); color: #1a1b26; } +.verdict-critical { background: var(--critical); color: #1a1b26; } +.sev-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.75rem; font-weight: bold; } +.sev-CRITICAL { background: var(--sev-critical); color: #1a1b26; } +.sev-HIGH { background: var(--sev-high); color: #1a1b26; } +.sev-MEDIUM { background: var(--sev-medium); color: #1a1b26; } +.sev-LOW { background: var(--sev-low); color: #1a1b26; } +.sev-INFO { background: var(--sev-info); color: #1a1b26; } +.status-pass { background: #9ece6a; color: #1a1b26; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.75rem; } +.status-fail { background: #f7768e; color: #1a1b26; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.75rem; } +.status-skipped { background: #565f89; color: #c0caf5; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.75rem; } +table { width: 100%; border-collapse: collapse; margin: 0.75rem 0; font-size: 0.85rem; } +th { background: var(--bg-surface); color: var(--text-bright); text-align: left; padding: 0.5rem 0.75rem; border: 1px solid var(--border); } +td { padding: 0.4rem 0.75rem; border: 1px solid var(--border); vertical-align: top; word-break: break-word; } +td:last-child { max-width: 400px; } +tr:nth-child(even) td { background: var(--bg-card); } +tr:hover td { background: var(--bg-surface); } +.card { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 0.75rem 0; } +.stats { display: flex; gap: 1.5rem; flex-wrap: wrap; margin: 0.75rem 0; } +.stat { text-align: center; } +.stat a { text-decoration: none; color: inherit; } +.stat a:hover .stat-value { text-decoration: underline; } +.stat-value { font-size: 1.5rem; font-weight: bold; color: var(--text-bright); } +.stat-label { font-size: 0.75rem; color: var(--text-dim); } +.placeholder { color: var(--text-dim); font-style: italic; padding: 1rem; border: 1px dashed var(--border); border-radius: 4px; margin: 0.5rem 0; } +code { background: var(--bg-surface); padding: 0.15rem 0.4rem; border-radius: 3px; font-size: 0.85rem; } +td code.file-ref { background: var(--bg-surface); border: 1px solid var(--accent); border-radius: 4px; padding: 0.15rem 0.5rem; color: var(--accent); font-weight: bold; } +td .line-ref { background: var(--bg-surface); border: 1px solid var(--sev-medium); border-radius: 4px; padding: 0.15rem 0.5rem; color: var(--sev-medium); font-weight: bold; font-size: 0.8rem; display: inline-block; } +.top-finding { margin: 0.4rem 0; } +.file-list { columns: 2; column-gap: 2rem; } +.file-list li { font-size: 0.8rem; color: var(--text-dim); margin: 0.15rem 0; list-style: none; } +.critical-section { background: rgba(247, 118, 142, 0.07); border-left: 4px solid var(--sev-critical); border-radius: 0 6px 6px 0; padding: 1rem 1.25rem; margin: 0.75rem 0; } +.critical-section h4 { color: var(--sev-critical); margin-bottom: 0.25rem; font-size: 0.95rem; } +.critical-file { font-size: 0.8rem; margin-bottom: 0.5rem; background: var(--bg-surface); border: 1px solid var(--accent); border-radius: 4px; padding: 0.25rem 0.6rem; display: inline-block; color: var(--accent); font-weight: bold; } +.critical-file code { background: none; padding: 0; color: var(--accent); } +.critical-meta { font-size: 0.85rem; margin: 0.25rem 0; } +.critical-meta strong { color: var(--text-bright); } +.critical-tool { font-size: 0.8rem; color: var(--text-dim); margin: 0.2rem 0 0.2rem 1rem; } +.critical-code { margin-top: 0.5rem; } +.critical-code summary { cursor: pointer; color: var(--accent); font-size: 0.85rem; } +.critical-code pre { background: var(--bg); border: 1px solid var(--border); border-radius: 4px; padding: 0.75rem; margin-top: 0.5rem; font-size: 0.8rem; overflow-x: auto; white-space: pre-wrap; } +.highlight-line { background: rgba(255, 50, 50, 0.25); display: block; margin: 0 -0.75rem; padding: 0 0.75rem; border-left: 3px solid #ff5050; } +.cat-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; margin-right: 0.5rem; } +.cat-COMPUTATION { background: #bb9af7; color: #1a1b26; } +.cat-CONTROL_FLOW { background: #7aa2f7; color: #1a1b26; } +.cat-DATA_TRANSFORM { background: #2ac3de; color: #1a1b26; } +.source-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; margin-left: 0.5rem; vertical-align: middle; } +.source-agent { background: #bb9af7; color: #1a1b26; } +.source-tool { background: #ff9e64; color: #1a1b26; } +.critical-tools { margin: 0.5rem 0; } +.critical-tools summary { cursor: pointer; color: var(--accent); font-size: 0.85rem; } +.dim-section { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 0.75rem 0; } +.dim-section > details > summary { cursor: pointer; list-style: none; } +.dim-section > details > summary::-webkit-details-marker { display: none; } +.dim-header { display: flex; align-items: center; gap: 0.75rem; margin-bottom: 0; } +.dim-header h4 { color: var(--accent); font-size: 0.95rem; margin: 0; } +.dim-summary-text { font-size: 0.85rem; margin: 0.25rem 0 0; color: var(--text-dim); } +.dim-issues { margin-top: 0.75rem; } +.rating-badge { display: inline-block; padding: 0.15rem 0.6rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; } +.rating-good { background: var(--good); color: #1a1b26; } +.rating-attention { background: var(--attention); color: #1a1b26; } +.rating-critical { background: var(--critical); color: #1a1b26; } +.dim-issue { border-left: 3px solid var(--border); padding: 0.5rem 0.75rem; margin: 0.5rem 0; font-size: 0.85rem; } +.dim-issue-meta { font-size: 0.8rem; } +.dim-issue-meta code { background: var(--bg-surface); border: 1px solid var(--accent); border-radius: 4px; padding: 0.15rem 0.5rem; color: var(--accent); font-weight: bold; } +.dim-issue-fix { color: var(--good); font-size: 0.8rem; } +.back-to-top { text-align: right; margin: 0.5rem 0; } +.back-to-top a { color: var(--text-dim); font-size: 0.75rem; text-decoration: none; } +.back-to-top a:hover { color: var(--accent); } +.toc { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 1rem 0; } +.toc summary { cursor: pointer; color: var(--accent); font-size: 0.95rem; font-weight: bold; } +.toc ul { list-style: none; margin: 0.5rem 0 0 0; padding: 0; } +.toc li { margin: 0.3rem 0; } +.toc a { color: var(--text); text-decoration: none; font-size: 0.85rem; } +.toc a:hover { color: var(--accent); } +.tool-findings-section summary { cursor: pointer; color: var(--accent); font-size: 0.95rem; } +.tool-findings-section { margin: 0.75rem 0; } +.third-party-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.65rem; font-weight: bold; background: #565f89; color: #c0caf5; margin-left: 0.5rem; vertical-align: middle; } +.skipped-section summary { cursor: pointer; color: var(--text-dim); font-size: 0.85rem; } +.skipped-section { margin: 0.75rem 0; } +.legend { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 0.75rem 0; } +.legend summary { cursor: pointer; color: var(--accent); font-size: 0.9rem; font-weight: bold; } +.legend-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(280px, 1fr)); gap: 0.75rem; margin-top: 0.75rem; } +.legend-group h4 { color: var(--text-bright); font-size: 0.8rem; margin-bottom: 0.4rem; text-transform: uppercase; letter-spacing: 0.05em; } +.legend-item { display: flex; align-items: center; gap: 0.5rem; font-size: 0.8rem; color: var(--text-dim); margin: 0.3rem 0; } +.legend-item .sev-badge, .legend-item .cat-badge, .legend-item .source-badge, +.legend-item .rating-badge, .legend-item .third-party-badge, .legend-item .verdict, +.legend-item .status-pass, .legend-item .status-fail, .legend-item .status-skipped { margin: 0; } +[title] { cursor: help; } +""" + + +def _esc(text: str) -> str: + return html_lib.escape(str(text)) + + +# Tooltip descriptions for badges +_BADGE_TIPS = { + "source-agent": "Found by AI analysis without tool confirmation", + "source-tool": "Confirmed or assisted by a static analysis tool", + "cat-COMPUTATION": "Cryptographic, precision, or concurrency-sensitive computation", + "cat-CONTROL_FLOW": "Auth gates, error handling, or security-sensitive control flow", + "cat-DATA_TRANSFORM": "Data conversion or mapping requiring human verification", + "rating-good": "Meets quality standards", + "rating-attention": "Has addressable issues", + "rating-critical": "Requires significant rework", + "third-party": "File from an external dependency (node_modules, vendor, etc.)", +} + + +def _verdict_class(verdict: str) -> str: + return {"Good": "verdict-good", "Needs Attention": "verdict-attention", "Critical": "verdict-critical"}.get(verdict, "") + + +def _render_code_block_html(code_block: str, start_line: int, highlight_lines: list[int]) -> str: + """Render a code block as HTML 
 with highlighted lines in red."""
+    highlight_set = set(highlight_lines)
+    if not highlight_set:
+        return f"
{_esc(code_block)}
"
+    code_lines = code_block.split("\n")
+    parts: list[str] = []
+    parts.append("
")
+    for i, code_line in enumerate(code_lines):
+        line_num = start_line + i
+        escaped = _esc(code_line)
+        if line_num in highlight_set:
+            parts.append(f'{escaped}')
+        else:
+            parts.append(escaped)
+    parts.append("
")
+    return "\n".join(parts)
+
+
+
+def generate_html(
+    target: Path,
+    results: list[ToolResult],
+    skip_records: list[SkipRecord],
+    timestamp: str,
+    detected_languages: set[str],
+    critical_findings: list[CriticalFinding] | None = None,
+    code_structure_critique: CodeStructureCritique | None = None,
+    summary_filename: str | None = None,
+    sibling_report: tuple[str, str] | None = None,
+) -> str:
+    all_findings = [f for r in results for f in r.findings]
+    by_sev = _count_by_severity(all_findings)
+    verdict = _overall_verdict(all_findings)
+    top = _top_findings(all_findings)
+    lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown"
+    human_ts = _format_timestamp_human(timestamp)
+
+    h: list[str] = []
+    h.append("")
+    h.append('')
+    h.append('')
+    h.append(f"AIDLC Code Review \u2014 {_esc(human_ts)}")
+    h.append(f"")
+    h.append("")
+
+    # Header
+    h.append('
')
+    h.append("
AIDLC Code Reviewer \u2014 Analysis Report
")
+    h.append('
')
+    h.append(f"Generated: {_esc(human_ts)}")
+    h.append(f"Target: {_esc(str(target.resolve()))}")
+    h.append(f"Detected languages: {_esc(lang_display)}")
+    h.append("
")
+
+    if summary_filename:
+        h.append(f'')
+
+    # --- Table of Contents ---
+    h.append('
')
+    h.append("Table of Contents")
+    h.append("")
+    h.append("
")
+
+    # --- Badge Legend ---
+    h.append('
')
+    h.append("\U0001f3f7\ufe0f Badge Legend")
+    h.append('
')
+    # Severity
+    h.append('
Severity
')
+    h.append('
CRITICAL Immediate fix required
')
+    h.append('
HIGH Significant issue, fix soon
')
+    h.append('
MEDIUM Moderate concern
')
+    h.append('
LOW Minor improvement
')
+    h.append('
INFO Informational note
')
+    h.append("
")
+    # Critical categories
+    h.append('
Critical Categories
')
+    h.append('
\U0001f522 COMPUTATION Crypto / precision / concurrency
')
+    h.append('
\U0001f500 CONTROL_FLOW Auth / error handling / security flow
')
+    h.append('
\U0001f504 DATA_TRANSFORM Data conversion / mapping
')
+    h.append("
")
+    # Source
+    h.append('
Finding Source
')
+    h.append('
\U0001f916 Agent-identified Found by AI analysis
')
+    h.append('
\U0001f527 Tool-assisted Confirmed by static analysis tool
')
+    h.append("
")
+    # Ratings
+    h.append('
Structure Ratings
')
+    h.append('
Good Meets quality standards
')
+    h.append('
Needs Improvement Has addressable issues
')
+    h.append('
Poor Requires significant rework
')
+    h.append("
")
+    # Status & other
+    h.append('
Tool Status
')
+    h.append('
\u2713 Ran Tool executed successfully
')
+    h.append('
\u2717 Error Tool encountered an error
')
+    h.append('
3rd party File from external dependency
')
+    h.append("
")
+    h.append("
")  # legend-grid
+    h.append("
")
+
+    # --- 1. Executive Summary ---
+    h.append('
1. Executive Summary
')
+    h.append(f'
{_esc(verdict)}
')
+    action = _action_summary(by_sev, verdict, critical_findings, all_findings)
+    h.append(f'
{_esc(action)}
')
+
+    # Stats row - linked to sections
+    h.append('
')
+    h.append(
+        f'
{len(all_findings)}
'
+        '
Total Findings
'
+    )
+    for sev in SEV_ORDER:
+        count = by_sev.get(sev.value, 0)
+        if count:
+            h.append(
+                f'
{count}
'
+                f'
{sev.value}
'
+            )
+    h.append("
")
+
+    # Top findings (CRITICAL + HIGH only)
+    if top:
+        for i, f in enumerate(top, 1):
+            third_party = ' 3rd party' if _is_third_party(f.file) else ""
+            h.append(
+                f'
{i}. {f.severity.value} '
+                f"{_esc(_short_rule(f.rule_id))} in {_esc(_short_path(f.file))}"
+                f" \u2014 {_esc(f.message)}{third_party}
"
+            )
+
+    # Tool summary table - active tools only
+    h.append("
Tool Summary
")
+    h.append("")
+    for r in results:
+        cat = _esc(CATEGORY_LABELS.get(r.category, r.category))
+        status_text = "\u2713 Ran" if r.success else "\u2717 Error"
+        status_cls = "status-pass" if r.success else "status-fail"
+        status_tip = "Tool executed successfully" if r.success else "Tool encountered an error"
+        h.append(
+            f''
+            f""
+        )
+    h.append("
CategoryToolStatusFindings
{cat}{_esc(r.tool)}{status_text}{len(r.findings)}
")
+
+    # Skipped tools - collapsible
+    if skip_records:
+        h.append('
')
+        h.append(f"Skipped tools ({len(skip_records)})")
+        h.append("")
+        for sk in skip_records:
+            cat = _esc(CATEGORY_LABELS.get(sk.category, sk.category))
+            h.append(f"")
+        h.append("
CategoryToolReason
{cat}{_esc(sk.tool)}{_esc(sk.reason)}
")
+        h.append("
")
+
+    h.append('
\u2191 Back to top
')
+
+    # --- Critical Code Findings ---
+    h.append('
\u26a0 Critical Code Findings \u2014 Review Required
')
+    if critical_findings:
+        h.append(f'
{len(critical_findings)} critical code sections identified for human review.
')
+        for i, cf in enumerate(critical_findings, 1):
+            label = CRITICAL_CATEGORY_LABELS.get(cf.category, cf.category.value)
+            source_icon = "\U0001f916" if cf.source == "agent_only" else "\U0001f527"
+            source_label = "Agent-identified" if cf.source == "agent_only" else "Tool-assisted"
+            source_cls = "source-agent" if cf.source == "agent_only" else "source-tool"
+            cat_tip = _esc(_BADGE_TIPS.get(f"cat-{label}", label))
+            src_tip = _esc(_BADGE_TIPS.get(source_cls, source_label))
+            h.append('
')
+            h.append(
+                f'
{i}. {label} '
+                f'{source_icon} {source_label}
'
+            )
+            h.append(f'
{_esc(cf.file)}:{cf.start_line}-{cf.end_line}
')
+            h.append(f'
Finding: {_esc(cf.verdict)}
')
+            if cf.recommended_action:
+                h.append(f'
Action: {_esc(cf.recommended_action)}
')
+            h.append(f'
Why it matters')
+            h.append(f'
{_esc(cf.why_critical)}
')
+            h.append("
")
+            if cf.related_tool_findings:
+                h.append(f'
Related Tool Findings ({len(cf.related_tool_findings)})')
+                for tf in cf.related_tool_findings:
+                    h.append(
+                        f'
\U0001f527 {_esc(tf.tool)} {_esc(tf.rule_id)} '
+                        f'{tf.severity.value} \u2014 {_esc(tf.message)}
'
+                    )
+                h.append("
")
+            h.append('
View Code')
+            h.append(_render_code_block_html(cf.code_block, cf.start_line, cf.highlight_lines))
+            h.append("
")
+            h.append("
")
+    else:
+        h.append('
No critical code sections identified.
')
+    h.append('
\u2191 Back to top
')
+
+    # --- 2. Code Structure Critique ---
+    h.append('
2. Code Structure Critique
')
+    if code_structure_critique:
+        h.append(f"
{_esc(code_structure_critique.overall_summary)}
")
+        # Dimension summary table
+        h.append("")
+        for dim in code_structure_critique.dimensions:
+            icon = DIMENSION_ICONS.get(dim.dimension, "\U0001f4cc")
+            rating_label, rating_cls = RATING_LABELS.get(dim.rating, (dim.rating.value, ""))
+            r_tip = _esc(_BADGE_TIPS.get(f"rating-{rating_cls}", rating_label))
+            h.append(
+                f""
+                f''
+                f""
+            )
+        h.append("
DimensionRatingSummary
{icon} {_esc(dim.dimension)}{_esc(rating_label)}{_esc(dim.summary)}
")
+        # Detailed findings per dimension - collapsible
+        for dim in code_structure_critique.dimensions:
+            if not dim.findings:
+                continue
+            icon = DIMENSION_ICONS.get(dim.dimension, "\U0001f4cc")
+            rating_label, rating_cls = RATING_LABELS.get(dim.rating, (dim.rating.value, ""))
+            h.append('
')
+            h.append("
")
+            h.append("")
+            r_tip = _esc(_BADGE_TIPS.get(f"rating-{rating_cls}", rating_label))
+            h.append(
+                f'
{icon} {_esc(dim.dimension)}
'
+                f'{_esc(rating_label)}'
+                f''
+                f"{len(dim.findings)} issues
"
+            )
+            h.append(f'
{_esc(dim.summary)}
')
+            h.append("")
+            h.append('
')
+            for j, issue in enumerate(dim.findings, 1):
+                h.append('
')
+                source_icon = "\U0001f916" if issue.source == "agent_only" else "\U0001f527"
+                source_label = "Agent" if issue.source == "agent_only" else "Tool-assisted"
+                source_cls = "source-agent" if issue.source == "agent_only" else "source-tool"
+                src_tip = _esc(_BADGE_TIPS.get(source_cls, source_label))
+                h.append(
+                    f'
{j}. '
+                    f"{_esc(issue.file)}:{issue.start_line}-{issue.end_line} "
+                    f'{source_icon} {source_label}
'
+                )
+                h.append(f"
Issue: {_esc(issue.issue)}
")
+                h.append(f'
Fix: {_esc(issue.recommendation)}
')
+                if issue.related_tool_findings:
+                    h.append(f'
Related Tool Findings ({len(issue.related_tool_findings)})')
+                    for tf in issue.related_tool_findings:
+                        h.append(
+                            f'
\U0001f527 {_esc(tf.tool)} {_esc(tf.rule_id)} '
+                            f'{tf.severity.value} \u2014 {_esc(tf.message)}
'
+                        )
+                    h.append("
")
+                if issue.code_block:
+                    h.append('
View Code')
+                    h.append(_render_code_block_html(issue.code_block, issue.start_line, issue.highlight_lines))
+                    h.append("
")
+                h.append("
")
+            h.append("
")
+            h.append("
")
+            h.append("
")
+    else:
+        h.append('
Code structure critique not available.
')
+    h.append('
\u2191 Back to top
')
+
+    # --- 3. Code Quality Analysis (only tools that ran) ---
+    h.append('
3. Code Quality Analysis
')
+
+    for r in results:
+        if r.tool in SECRETS_TOOLS:
+            section = "3.2"
+            label = "Secrets and Credentials"
+        else:
+            section = CATEGORY_NUMBERS.get(r.category, "3.x")
+            label = CATEGORY_LABELS.get(r.category, r.category)
+
+        if not r.success:
+            h.append(f"
{section} {_esc(label)} ({_esc(r.tool)})
")
+            h.append(f'
Error: {_esc(r.error or "unknown")}
')
+            continue
+
+        if not r.findings:
+            h.append(f"
{section} {_esc(label)} ({_esc(r.tool)})
")
+            h.append('
No findings.
')
+            continue
+
+        # Determine if this should be expanded by default
+        r_sev = _count_by_severity(r.findings)
+        has_important = any(r_sev.get(s, 0) > 0 for s in ["CRITICAL", "HIGH", "MEDIUM"])
+        sev_parts = " ".join(
+            f'{s}: {r_sev[s]}'
+            for s in ["CRITICAL", "HIGH", "MEDIUM", "LOW", "INFO"]
+            if r_sev.get(s)
+        )
+        open_attr = " open" if has_important else ""
+
+        # Check for third-party findings
+        third_party_count = sum(1 for f in r.findings if _is_third_party(f.file))
+        tp_note = ""
+        if third_party_count:
+            tp_note = f' {third_party_count} from 3rd party'
+
+        h.append(f'
')
+        h.append(
+            f"{section} {_esc(label)} ({_esc(r.tool)}) \u2014 "
+            f"{len(r.findings)} findings {sev_parts}{tp_note}"
+        )
+
+        h.append(
+            ""
+            ""
+        )
+        sorted_findings = sorted(r.findings, key=_severity_sort_key)
+        for i, f in enumerate(sorted_findings, 1):
+            loc = str(f.line)
+            if f.column is not None:
+                loc += f":{f.column}"
+            msg = _esc(f.message)
+            tp_badge = ""
+            if _is_third_party(f.file):
+                tp_badge = ' 3rd party'
+            h.append(
+                f""
+                f''
+                f""
+                f''
+                f''
+            )
+        h.append("
#SeverityRuleFileLineMessage
{i}{f.severity.value}{_esc(f.rule_id)}{_esc(f.file)}{tp_badge}{loc}{msg}
")
+        h.append("
")
+
+    h.append('
\u2191 Back to top
')
+
+    # --- 5. Appendix ---
+    h.append('
5. Appendix
')
+    h.append(f"
Timestamp: {_esc(human_ts)}
Target: {_esc(str(target.resolve()))}
")
+
+    h.append("
Files Analyzed
")
+    all_files = sorted({f.file for r in results for f in r.findings})
+    if all_files:
+        h.append('
    ')
+        for fp in all_files:
+            tp_badge = ""
+            if _is_third_party(fp):
+                tp_badge = ' 3rd party'
+            h.append(f"
  • {_esc(fp)}{tp_badge}
    • ")
+        h.append("
")
+    else:
+        h.append("
No files with findings.
")
+
+    h.append("
Tool Configuration
")
+    h.append("")
+    for r in results:
+        cat = _esc(CATEGORY_LABELS.get(r.category, r.category))
+        h.append(f"")
+    h.append("
ToolCategory
{_esc(r.tool)}{cat}
")
+
+    # Bottom navigation
+    nav_parts: list[str] = []
+    if summary_filename:
+        nav_parts.append(f'\u2190 Back to Summary')
+    if sibling_report:
+        sib_file, sib_label = sibling_report
+        nav_parts.append(f'{_esc(sib_label)} \u2192')
+    if nav_parts:
+        h.append(f'
{"".join(nav_parts)}
')
+
+    h.append("")
+    return "\n".join(h)
+
+
+# ---------------------------------------------------------------------------
+# Business Logic Review — Separate Report (Markdown)
+# ---------------------------------------------------------------------------
+
+
+def generate_business_logic_markdown(
+    target: Path,
+    timestamp: str,
+    detected_languages: set[str],
+    review: BusinessLogicReview,
+) -> str:
+    """Generate a standalone markdown report for business logic review."""
+    lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown"
+
+    lines: list[str] = []
+
+    # Header
+    lines.append("# Business Logic Review — Human Review Checkpoint")
+    lines.append("")
+    lines.append(f"**Generated**: {timestamp}  ")
+    lines.append(f"**Target**: `{target.resolve()}`  ")
+    lines.append(f"**Detected languages**: {lang_display}  ")
+    lines.append(f"**Business logic findings**: {len(review.findings)}  ")
+    lines.append(f"**Consistency issues**: {len(review.consistency_issues)}")
+    lines.append("")
+
+    # --- Executive Summary ---
+    lines.append("## Executive Summary")
+    lines.append("")
+    if review.executive_summary:
+        lines.append(review.executive_summary)
+    else:
+        lines.append("This report identifies code sections that encode core business rules,")
+        lines.append("formulas, and domain logic. Every finding is flagged for human review")
+        lines.append("regardless of whether static analysis tools reported issues.")
+    lines.append("")
+
+    # --- Summary by category ---
+    lines.append("## Summary by Category")
+    lines.append("")
+    cat_counts: dict[BusinessLogicCategory, int] = {}
+    for f in review.findings:
+        cat_counts[f.category] = cat_counts.get(f.category, 0) + 1
+    if cat_counts:
+        lines.append("| Category | Findings |")
+        lines.append("|----------|----------|")
+        for cat in BusinessLogicCategory:
+            count = cat_counts.get(cat, 0)
+            if count:
+                icon = BUSINESS_LOGIC_CATEGORY_ICONS.get(cat, "📌")
+                label = BUSINESS_LOGIC_CATEGORY_LABELS.get(cat, cat.value)
+                lines.append(f"| {icon} {label} | {count} |")
+        lines.append("")
+    else:
+        lines.append("No business logic findings identified.")
+        lines.append("")
+
+    # --- Findings ---
+    lines.append("## Business Logic Findings")
+    lines.append("")
+    if review.findings:
+        # Group by category
+        current_cat: str | None = None
+        finding_num = 0
+        for f in review.findings:
+            cat_label = BUSINESS_LOGIC_CATEGORY_LABELS.get(f.category, f.category.value)
+            cat_icon = BUSINESS_LOGIC_CATEGORY_ICONS.get(f.category, "📌")
+            if f.category.value != current_cat:
+                current_cat = f.category.value
+                lines.append(f"### {cat_icon} {cat_label}")
+                lines.append("")
+
+            finding_num += 1
+            lines.append(f"#### {finding_num}. {f.title}")
+            lines.append("")
+            lines.append(f"`{f.file}`:{f.start_line}-{f.end_line}")
+            lines.append("")
+            lines.append(f"**What it does**: {f.what_it_does}  ")
+            lines.append(f"**Review guidance**: {f.review_guidance}  ")
+            lines.append(f"**Risk if wrong**: {f.risk_if_wrong}")
+            lines.append("")
+            lines.append("**Code**:")
+            lines.append("")
+            lines.append("```")
+            lines.append(f"{f.code_block}")
+            lines.append("```")
+            lines.append("")
+    else:
+        lines.append("No business logic findings identified. However, a human reviewer should")
+        lines.append("still verify the core functional areas of this codebase.")
+        lines.append("")
+
+    # --- Consistency Issues ---
+    lines.append("## Self-Consistency Issues")
+    lines.append("")
+    if review.consistency_issues:
+        lines.append(f"**{len(review.consistency_issues)}** consistency issues detected across business logic sections.")
+        lines.append("")
+        for i, ci in enumerate(review.consistency_issues, 1):
+            icon = CONSISTENCY_ISSUE_ICONS.get(ci.issue_type, "⚠️")
+            label = CONSISTENCY_ISSUE_LABELS.get(ci.issue_type, ci.issue_type.value)
+            lines.append(f"### {i}. {icon} {label}")
+            lines.append("")
+            lines.append(f"**Issue**: {ci.description}  ")
+            if ci.recommended_action:
+                lines.append(f"**Recommended action**: {ci.recommended_action}")
+            lines.append("")
+            lines.append("**Locations**:")
+            lines.append("")
+            for loc in ci.locations:
+                lines.append(f"- `{loc.file}`:{loc.start_line}-{loc.end_line}")
+            lines.append("")
+            if ci.code_blocks:
+                for j, cb in enumerate(ci.code_blocks):
+                    loc_label = f"`{ci.locations[j].file}`" if j < len(ci.locations) else f"Location {j + 1}"
+                    lines.append(f"**{loc_label}**:")
+                    lines.append("")
+                    lines.append("```")
+                    lines.append(cb)
+                    lines.append("```")
+                    lines.append("")
+    else:
+        lines.append("No self-consistency issues detected.")
+        lines.append("")
+
+    return "\n".join(lines)
+
+
+# ---------------------------------------------------------------------------
+# Business Logic Review — Separate Report (HTML)
+# ---------------------------------------------------------------------------
+
+_BUSINESS_CSS = """
+:root {
+    --bg: #1a1b26; --bg-surface: #24283b; --bg-card: #1f2335;
+    --text: #c0caf5; --text-dim: #6b7394; --text-bright: #e0e6ff;
+    --border: #3b4261; --accent: #7aa2f7;
+    --good: #9ece6a; --attention: #e0af68; --critical: #f7768e;
+}
+* { box-sizing: border-box; margin: 0; padding: 0; }
+body {
+    font-family: 'SF Mono', 'Fira Code', 'JetBrains Mono', monospace;
+    background: var(--bg); color: var(--text);
+    line-height: 1.6; padding: 2rem; max-width: 1200px; margin: 0 auto;
+}
+h1 { color: var(--accent); font-size: 1.5rem; margin-bottom: 0.25rem; }
+h2 { color: var(--text-bright); font-size: 1.2rem; margin: 2rem 0 0.75rem; border-bottom: 1px solid var(--border); padding-bottom: 0.4rem; }
+h3 { color: var(--accent); font-size: 1rem; margin: 1.5rem 0 0.5rem; }
+.meta { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1.5rem; }
+.meta span { margin-right: 2rem; }
+.intro { color: var(--text-dim); font-size: 0.85rem; font-style: italic; margin-bottom: 1.5rem; border-left: 3px solid var(--accent); padding-left: 0.75rem; }
+table { width: 100%; border-collapse: collapse; margin: 0.75rem 0; font-size: 0.85rem; }
+th { background: var(--bg-surface); color: var(--text-bright); text-align: left; padding: 0.5rem 0.75rem; border: 1px solid var(--border); }
+td { padding: 0.4rem 0.75rem; border: 1px solid var(--border); vertical-align: top; }
+tr:nth-child(even) td { background: var(--bg-card); }
+tr:hover td { background: var(--bg-surface); }
+code { background: var(--bg-surface); padding: 0.15rem 0.4rem; border-radius: 3px; font-size: 0.85rem; }
+pre { background: var(--bg); border: 1px solid var(--border); border-radius: 4px; padding: 0.75rem; font-size: 0.8rem; overflow-x: auto; white-space: pre-wrap; margin: 0.5rem 0; }
+.card { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 0.75rem 0; }
+.stats { display: flex; gap: 1.5rem; flex-wrap: wrap; margin: 0.75rem 0; }
+.stat { text-align: center; }
+.stat-value { font-size: 1.5rem; font-weight: bold; color: var(--text-bright); }
+.stat-label { font-size: 0.75rem; color: var(--text-dim); }
+.cat-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; margin-right: 0.5rem; }
+.cat-FINANCIAL_FORMULA { background: #bb9af7; color: #1a1b26; }
+.cat-SCORING_AND_RANKING { background: #7aa2f7; color: #1a1b26; }
+.cat-PRICING_AND_DISCOUNT { background: #e0af68; color: #1a1b26; }
+.cat-BUSINESS_RULE { background: #2ac3de; color: #1a1b26; }
+.cat-STATE_MACHINE { background: #ff9e64; color: #1a1b26; }
+.cat-ROUNDING_AND_PRECISION { background: #9ece6a; color: #1a1b26; }
+.cat-BOUNDARY_CONDITION { background: #f7768e; color: #1a1b26; }
+.cat-DATA_MAPPING { background: #73daca; color: #1a1b26; }
+.cat-TEMPORAL_LOGIC { background: #b4f9f8; color: #1a1b26; }
+.cat-RECONCILIATION { background: #c0caf5; color: #1a1b26; }
+.issue-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; background: var(--attention); color: #1a1b26; }
+.finding-section { background: var(--bg-card); border-left: 4px solid var(--accent); border-radius: 0 6px 6px 0; padding: 1rem 1.25rem; margin: 0.75rem 0; }
+.finding-section h4 { color: var(--accent); margin-bottom: 0.25rem; font-size: 0.95rem; }
+.finding-file { font-size: 0.8rem; margin-bottom: 0.5rem; background: var(--bg-surface); border: 1px solid var(--accent); border-radius: 4px; padding: 0.25rem 0.6rem; display: inline-block; color: var(--accent); font-weight: bold; }
+.finding-meta { font-size: 0.85rem; margin: 0.25rem 0; }
+.finding-meta strong { color: var(--text-bright); }
+.finding-risk { color: var(--critical); font-size: 0.85rem; margin: 0.25rem 0; }
+.finding-code { margin-top: 0.5rem; }
+.finding-code summary { cursor: pointer; color: var(--accent); font-size: 0.85rem; }
+.consistency-section { background: var(--bg-card); border-left: 4px solid var(--attention); border-radius: 0 6px 6px 0; padding: 1rem 1.25rem; margin: 0.75rem 0; }
+.consistency-section h4 { color: var(--attention); margin-bottom: 0.25rem; font-size: 0.95rem; }
+.back-to-top { text-align: right; margin: 0.5rem 0; }
+.back-to-top a { color: var(--text-dim); font-size: 0.75rem; text-decoration: none; }
+.back-to-top a:hover { color: var(--accent); }
+.toc { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 1rem 0; }
+.toc summary { cursor: pointer; color: var(--accent); font-size: 0.95rem; font-weight: bold; }
+.toc ul { list-style: none; margin: 0.5rem 0 0 0; padding: 0; }
+.toc li { margin: 0.3rem 0; }
+.toc a { color: var(--text); text-decoration: none; font-size: 0.85rem; }
+.toc a:hover { color: var(--accent); }
+.cat-group { margin: 1rem 0; }
+.cat-group > details > summary { cursor: pointer; list-style: none; }
+.cat-group > details > summary::-webkit-details-marker { display: none; }
+.cat-header { display: flex; align-items: center; gap: 0.75rem; }
+.cat-header h4 { color: var(--accent); font-size: 0.95rem; margin: 0; }
+.legend { background: var(--bg-card); border: 1px solid var(--border); border-radius: 6px; padding: 1rem 1.25rem; margin: 1rem 0; }
+.legend summary { cursor: pointer; color: var(--accent); font-size: 0.95rem; font-weight: bold; }
+.legend-grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(260px, 1fr)); gap: 1rem; margin-top: 0.75rem; }
+.legend-group h4 { color: var(--text-bright); font-size: 0.85rem; margin-bottom: 0.4rem; border-bottom: 1px solid var(--border); padding-bottom: 0.25rem; }
+.legend-item { font-size: 0.8rem; margin: 0.3rem 0; display: flex; align-items: center; gap: 0.5rem; }
+"""
+
+
+def generate_business_logic_html(
+    target: Path,
+    timestamp: str,
+    detected_languages: set[str],
+    review: BusinessLogicReview,
+    summary_filename: str | None = None,
+    sibling_report: tuple[str, str] | None = None,
+) -> str:
+    """Generate a standalone HTML report for business logic review."""
+    lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown"
+    human_ts = _format_timestamp_human(timestamp)
+
+    h: list[str] = []
+    h.append("")
+    h.append('')
+    h.append('')
+    h.append(f"Business Logic Review \u2014 {_esc(human_ts)}")
+    h.append(f"")
+    h.append("")
+
+    # Header
+    h.append('
')
+    h.append("
Business Logic Review \u2014 Human Review Checkpoint
")
+    h.append('
')
+    h.append(f"Generated: {_esc(human_ts)}")
+    h.append(f"Target: {_esc(str(target.resolve()))}")
+    h.append(f"Languages: {_esc(lang_display)}")
+    h.append("
")
+
+    if summary_filename:
+        h.append(f'')
+
+    # Badge Legend
+    h.append('
')
+    h.append("\U0001f3f7\ufe0f Badge Legend")
+    h.append('
')
+    h.append('
Business Logic Categories
')
+    _BIZ_CAT_DESCRIPTIONS = {
+        BusinessLogicCategory.FINANCIAL_FORMULA: "Monetary calculations, interest rates, tax logic",
+        BusinessLogicCategory.SCORING_AND_RANKING: "Score computations, ranking algorithms, weighted evaluations",
+        BusinessLogicCategory.PRICING_AND_DISCOUNT: "Price derivation, discount tiers, promotional rules",
+        BusinessLogicCategory.BUSINESS_RULE: "Domain-specific if/then rules, eligibility checks",
+        BusinessLogicCategory.STATE_MACHINE: "Workflow transitions, status progressions, approval gates",
+        BusinessLogicCategory.ROUNDING_AND_PRECISION: "Decimal handling, truncation, precision-sensitive math",
+        BusinessLogicCategory.BOUNDARY_CONDITION: "Edge cases, off-by-one, min/max threshold logic",
+        BusinessLogicCategory.DATA_MAPPING: "Field mapping, schema translation, key transformations",
+        BusinessLogicCategory.TEMPORAL_LOGIC: "Date/time calculations, scheduling, expiration rules",
+        BusinessLogicCategory.RECONCILIATION: "Cross-system consistency checks, balance verification",
+    }
+    for cat in BusinessLogicCategory:
+        icon = BUSINESS_LOGIC_CATEGORY_ICONS.get(cat, "\U0001f4cc")
+        label = BUSINESS_LOGIC_CATEGORY_LABELS.get(cat, cat.value)
+        desc = _BIZ_CAT_DESCRIPTIONS.get(cat, "")
+        h.append(f'
{icon} {_esc(label)} {_esc(desc)}
')
+    h.append("
")
+    h.append('
Consistency Issue Types
')
+    _CONSISTENCY_DESCRIPTIONS = {
+        ConsistencyIssueType.CONSTANT_DRIFT: "Same constant defined with different values across files",
+        ConsistencyIssueType.LOGIC_DIVERGENCE: "Similar logic implemented differently in separate locations",
+        ConsistencyIssueType.NAMING_MISMATCH: "Inconsistent naming for the same concept across the codebase",
+        ConsistencyIssueType.REDUNDANT_IMPLEMENTATION: "Duplicate functionality that should be consolidated",
+    }
+    for issue_type in ConsistencyIssueType:
+        icon = CONSISTENCY_ISSUE_ICONS.get(issue_type, "\u26a0\ufe0f")
+        label = CONSISTENCY_ISSUE_LABELS.get(issue_type, issue_type.value)
+        desc = _CONSISTENCY_DESCRIPTIONS.get(issue_type, "")
+        h.append(f'
{icon} {_esc(label)} {_esc(desc)}
')
+    h.append("
")
+    h.append("
")
+    h.append("
")
+    # Table of Contents
+    h.append('
')
+    h.append("Table of Contents")
+    h.append("")
+    h.append("
")
+
+    # --- Executive Summary ---
+    h.append('
Executive Summary
')
+    h.append('
')
+    if review.executive_summary:
+        h.append(f"
{_esc(review.executive_summary)}
")
+    else:
+        h.append("
This report identifies code sections that encode core business rules, ")
+        h.append("formulas, and domain logic. Every finding is flagged for human review regardless of ")
+        h.append("whether static analysis tools reported issues.
")
+    h.append("
")
+
+    # Stats
+    h.append('
')
+    h.append(f'
{len(review.findings)}
Findings
')
+    h.append(f'
{len(review.consistency_issues)}
Consistency Issues
')
+    # Count by category for stats
+    cat_counts: dict[BusinessLogicCategory, int] = {}
+    for f in review.findings:
+        cat_counts[f.category] = cat_counts.get(f.category, 0) + 1
+    h.append(f'
{len(cat_counts)}
Categories
')
+    h.append("
")
+
+    h.append('
\u2191 Back to top
')
+
+    # --- Summary by category ---
+    h.append(f'
Summary by Category
')
+    if cat_counts:
+        h.append("")
+        for cat in BusinessLogicCategory:
+            count = cat_counts.get(cat, 0)
+            if count:
+                icon = BUSINESS_LOGIC_CATEGORY_ICONS.get(cat, "\U0001f4cc")
+                label = BUSINESS_LOGIC_CATEGORY_LABELS.get(cat, cat.value)
+                h.append(f'')
+        h.append("
CategoryFindings
{icon} {_esc(label)}{count}
")
+    else:
+        h.append('
No business logic findings identified.
')
+
+    h.append('
\u2191 Back to top
')
+
+    # --- Findings ---
+    h.append(f'
Business Logic Findings
')
+    if review.findings:
+        h.append(f"
{len(review.findings)} business logic sections identified for human review.
")
+        current_cat: str | None = None
+        finding_num = 0
+        for f in review.findings:
+            cat_label = BUSINESS_LOGIC_CATEGORY_LABELS.get(f.category, f.category.value)
+            cat_icon = BUSINESS_LOGIC_CATEGORY_ICONS.get(f.category, "\U0001f4cc")
+
+            if f.category.value != current_cat:
+                # Close previous group
+                if current_cat is not None:
+                    h.append("")
+                current_cat = f.category.value
+                cat_count = cat_counts.get(f.category, 0)
+                h.append('
')
+                h.append("")
+                h.append(f'
{cat_icon} {_esc(cat_label)}
')
+                h.append(f'{cat_count} findings
')
+                h.append("")
+                h.append("
")
+
+            finding_num += 1
+            h.append('
')
+            h.append(f'
{finding_num}. {_esc(f.title)}
')
+            h.append(f'
{_esc(f.file)}:{f.start_line}-{f.end_line}
')
+            h.append(f'
What it does: {_esc(f.what_it_does)}
')
+            h.append(f'
Review guidance: {_esc(f.review_guidance)}
')
+            h.append(f'
Risk if wrong: {_esc(f.risk_if_wrong)}
')
+            h.append(f'
View Code')
+            h.append(f"
{_esc(f.code_block)}
")
+            h.append("
")
+            h.append("
")
+
+        # Close last group
+        if current_cat is not None:
+            h.append("
")
+    else:
+        h.append('
No business logic findings identified. However, a human reviewer ')
+        h.append("should still verify the core functional areas of this codebase.
")
+
+    h.append('
\u2191 Back to top
')
+
+    # --- Consistency Issues ---
+    h.append(f'
Self-Consistency Issues
')
+    if review.consistency_issues:
+        h.append(f"
{len(review.consistency_issues)} consistency issues detected across business logic sections.
")
+        for i, ci in enumerate(review.consistency_issues, 1):
+            icon = CONSISTENCY_ISSUE_ICONS.get(ci.issue_type, "\u26a0\ufe0f")
+            label = CONSISTENCY_ISSUE_LABELS.get(ci.issue_type, ci.issue_type.value)
+            h.append('
')
+            h.append(f'
{i}. {icon} {_esc(label)}
')
+            h.append(f'
Issue: {_esc(ci.description)}
')
+            if ci.recommended_action:
+                h.append(f'
Recommended action: {_esc(ci.recommended_action)}
')
+            # Locations
+            h.append('
Locations:
')
+            for loc in ci.locations:
+                h.append(f'
{_esc(loc.file)}:{loc.start_line}-{loc.end_line}
')
+            # Code blocks — collapsible
+            if ci.code_blocks:
+                h.append('
View Code')
+                for j, cb in enumerate(ci.code_blocks):
+                    loc_label = f"{_esc(ci.locations[j].file)}" if j < len(ci.locations) else f"Location {j + 1}"
+                    h.append(f'
{loc_label}:
')
+                    h.append(f"
{_esc(cb)}
")
+                h.append("
")
+            h.append("
")
+    else:
+        h.append('
No self-consistency issues detected.
')
+
+    h.append('
\u2191 Back to top
')
+
+    # Bottom navigation
+    nav_parts: list[str] = []
+    if summary_filename:
+        nav_parts.append(f'\u2190 Back to Summary')
+    if sibling_report:
+        sib_file, sib_label = sibling_report
+        nav_parts.append(f'{_esc(sib_label)} \u2192')
+    if nav_parts:
+        h.append(f'
{"".join(nav_parts)}
')
+
+    h.append("")
+    return "\n".join(h)
+
+
+# ---------------------------------------------------------------------------
+# Summary / Entry Page (HTML only)
+# ---------------------------------------------------------------------------
+
+_SUMMARY_CSS = """
+:root {
+    --bg: #1a1b26; --bg-surface: #24283b; --bg-card: #1f2335;
+    --text: #c0caf5; --text-dim: #6b7394; --text-bright: #e0e6ff;
+    --border: #3b4261; --accent: #7aa2f7;
+    --sev-critical: #f7768e; --sev-high: #ff9e64; --sev-medium: #e0af68;
+    --sev-low: #9ece6a; --sev-info: #7dcfff;
+    --good: #9ece6a; --attention: #e0af68; --critical: #f7768e;
+}
+* { box-sizing: border-box; margin: 0; padding: 0; }
+body {
+    font-family: 'SF Mono', 'Fira Code', 'JetBrains Mono', monospace;
+    background: var(--bg); color: var(--text);
+    line-height: 1.6; padding: 2rem; max-width: 1200px; margin: 0 auto;
+}
+h1 { color: var(--accent); font-size: 1.5rem; margin-bottom: 0.25rem; }
+h2 { color: var(--text-bright); font-size: 1.2rem; margin: 2rem 0 0.75rem; border-bottom: 1px solid var(--border); padding-bottom: 0.4rem; }
+.meta { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1.5rem; }
+.meta span { margin-right: 2rem; }
+.action-text { color: var(--text); font-size: 0.85rem; margin-bottom: 1rem; border-left: 3px solid var(--accent); padding-left: 0.75rem; }
+.report-card {
+    background: var(--bg-card); border: 1px solid var(--border); border-radius: 8px;
+    padding: 1.5rem; margin: 1rem 0; transition: border-color 0.2s;
+}
+.report-card:hover { border-color: var(--accent); }
+.report-card h3 { color: var(--accent); font-size: 1.1rem; margin-bottom: 0.5rem; }
+.report-card .description { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1rem; }
+.report-card .stats { display: flex; gap: 1.5rem; flex-wrap: wrap; margin: 0.75rem 0; }
+.report-card .stat { text-align: center; }
+.report-card .stat-value { font-size: 1.3rem; font-weight: bold; color: var(--text-bright); }
+.report-card .stat-label { font-size: 0.7rem; color: var(--text-dim); }
+.report-link {
+    display: inline-block; margin-top: 0.75rem; padding: 0.5rem 1.25rem;
+    background: var(--accent); color: #1a1b26; border-radius: 4px;
+    text-decoration: none; font-weight: bold; font-size: 0.85rem;
+    transition: opacity 0.2s;
+}
+.report-link:hover { opacity: 0.85; }
+.not-generated {
+    background: var(--bg-card); border: 1px dashed var(--border); border-radius: 8px;
+    padding: 1.25rem; margin: 1rem 0; color: var(--text-dim); font-size: 0.85rem;
+}
+.not-generated h3 { color: var(--text-dim); font-size: 1rem; margin-bottom: 0.4rem; }
+.verdict { display: inline-block; padding: 0.2rem 0.8rem; border-radius: 4px; font-weight: bold; font-size: 0.85rem; }
+.verdict-good { background: var(--good); color: #1a1b26; }
+.verdict-attention { background: var(--attention); color: #1a1b26; }
+.verdict-critical { background: var(--critical); color: #1a1b26; }
+.sev-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; }
+.sev-CRITICAL { background: var(--sev-critical); color: #1a1b26; }
+.sev-HIGH { background: var(--sev-high); color: #1a1b26; }
+.sev-MEDIUM { background: var(--sev-medium); color: #1a1b26; }
+.sev-LOW { background: var(--sev-low); color: #1a1b26; }
+.sev-INFO { background: var(--sev-info); color: #1a1b26; }
+.footer { margin-top: 2rem; padding-top: 1rem; border-top: 1px solid var(--border); color: var(--text-dim); font-size: 0.75rem; }
+"""
+
+
+def generate_summary_html(
+    target: Path,
+    timestamp: str,
+    detected_languages: set[str],
+    *,
+    technical_filename: str | None = None,
+    business_filename: str | None = None,
+    results: list[ToolResult] | None = None,
+    critical_findings: list[CriticalFinding] | None = None,
+    code_structure_critique: CodeStructureCritique | None = None,
+    business_logic_review: BusinessLogicReview | None = None,
+) -> str:
+    lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown"
+    human_ts = _format_timestamp_human(timestamp)
+
+    h: list[str] = []
+    h.append("")
+    h.append('')
+    h.append('')
+    h.append(f"Code Review Summary \u2014 {_esc(human_ts)}")
+    h.append(f"")
+    h.append("")
+
+    h.append("
AIDLC Code Review
")
+    h.append('
')
+    h.append(f"Generated: {_esc(human_ts)}")
+    h.append(f"Target: {_esc(str(target.resolve()))}")
+    h.append(f"Languages: {_esc(lang_display)}")
+    h.append("
")
+
+    # One-line action summary
+    all_findings = [f for r in (results or []) for f in r.findings]
+    by_sev = _count_by_severity(all_findings)
+    verdict = _overall_verdict(all_findings)
+    n_biz = len(business_logic_review.findings) if business_logic_review else 0
+
+    parts: list[str] = []
+    action_text = _action_summary(by_sev, verdict, critical_findings or [], all_findings)
+    if action_text:
+        parts.append(action_text)
+    if n_biz:
+        parts.append(f"{n_biz} business logic section{'s' if n_biz != 1 else ''} flagged for human review.")
+    if parts:
+        h.append(f'
{_esc(" ".join(parts))}
')
+
+    h.append("
Reports
")
+
+    # --- Business Logic Report Card (shown FIRST — primary human concern) ---
+    if business_filename and business_logic_review is not None:
+        n_consistency = len(business_logic_review.consistency_issues)
+        cat_counts: dict[BusinessLogicCategory, int] = {}
+        for f in business_logic_review.findings:
+            cat_counts[f.category] = cat_counts.get(f.category, 0) + 1
+
+        h.append('
')
+        h.append("
\U0001f4cb Business Logic Report
")
+        h.append('
AI-driven analysis of business rules, formulas, and domain logic. '
+                 "Every finding is flagged for human review regardless of static tool results.
")
+        if n_biz:
+            h.append('
Needs Review
')
+        h.append('
')
+        h.append(f'
{n_biz}
'
+                 '
Findings
')
+        h.append(f'
{n_consistency}
'
+                 '
Consistency Issues
')
+        h.append(f'
{len(cat_counts)}
'
+                 '
Categories
')
+        h.append("
")
+        h.append(f'Open Business Logic Report \u2192')
+        h.append("
")
+    else:
+        h.append('
')
+        h.append("
\U0001f4cb Business Logic Report
")
+        h.append("
Not generated. Run with default mode or --business-report to include it.
")
+        h.append("
")
+
+    # --- Technical Report Card ---
+    if technical_filename and results is not None:
+        n_critical = len(critical_findings) if critical_findings else 0
+        n_dimensions = len(code_structure_critique.dimensions) if code_structure_critique else 0
+
+        h.append('
')
+        h.append("
\U0001f527 Technical Report
")
+        h.append('
Static analysis findings, critical code sections flagged for human review, '
+                 "and AI-powered code structure critique.
")
+        h.append(f'
{_esc(verdict)}
')
+        h.append('
')
+        h.append(f'
{len(all_findings)}
'
+                 '
Findings
')
+        for sev in SEV_ORDER:
+            count = by_sev.get(sev.value, 0)
+            if count:
+                h.append(f'
{count}
'
+                         f'
{sev.value}
')
+        if n_critical:
+            h.append(f'
{n_critical}
'
+                     '
Critical Sections
')
+        if n_dimensions:
+            h.append(f'
{n_dimensions}
'
+                     '
Structure Dimensions
')
+        h.append("
")
+        h.append(f'Open Technical Report \u2192')
+        h.append("
")
+    else:
+        h.append('
')
+        h.append("
\U0001f527 Technical Report
")
+        h.append("
Not generated. Run with default mode or --technical-report to include it.
")
+        h.append("
")
+
+    h.append('
')
+    h.append(f"Generated by AIDLC Code Reviewer \u2014 {_esc(human_ts)}")
+    h.append("
")
+
+    h.append("")
+    return "\n".join(h)
+
+
+# ---------------------------------------------------------------------------
+# Summary / Entry Page (HTML only)
+# ---------------------------------------------------------------------------
+
+_SUMMARY_CSS = """
+:root {
+    --bg: #1a1b26; --bg-surface: #24283b; --bg-card: #1f2335;
+    --text: #c0caf5; --text-dim: #565f89; --text-bright: #e0e6ff;
+    --border: #3b4261; --accent: #7aa2f7;
+    --sev-critical: #f7768e; --sev-high: #ff9e64; --sev-medium: #e0af68;
+    --sev-low: #9ece6a; --sev-info: #7dcfff;
+    --good: #9ece6a; --attention: #e0af68; --critical: #f7768e;
+}
+* { box-sizing: border-box; margin: 0; padding: 0; }
+body {
+    font-family: 'SF Mono', 'Fira Code', 'JetBrains Mono', monospace;
+    background: var(--bg); color: var(--text);
+    line-height: 1.6; padding: 2rem; max-width: 1200px; margin: 0 auto;
+}
+h1 { color: var(--accent); font-size: 1.5rem; margin-bottom: 0.25rem; }
+h2 { color: var(--text-bright); font-size: 1.2rem; margin: 2rem 0 0.75rem; border-bottom: 1px solid var(--border); padding-bottom: 0.4rem; }
+.meta { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1.5rem; }
+.meta span { margin-right: 2rem; }
+.report-card {
+    background: var(--bg-card); border: 1px solid var(--border); border-radius: 8px;
+    padding: 1.5rem; margin: 1rem 0; transition: border-color 0.2s;
+}
+.report-card:hover { border-color: var(--accent); }
+.report-card h3 { color: var(--accent); font-size: 1.1rem; margin-bottom: 0.5rem; }
+.report-card .description { color: var(--text-dim); font-size: 0.85rem; margin-bottom: 1rem; }
+.report-card .stats { display: flex; gap: 1.5rem; flex-wrap: wrap; margin: 0.75rem 0; }
+.report-card .stat { text-align: center; }
+.report-card .stat-value { font-size: 1.3rem; font-weight: bold; color: var(--text-bright); }
+.report-card .stat-label { font-size: 0.7rem; color: var(--text-dim); }
+.report-link {
+    display: inline-block; margin-top: 0.75rem; padding: 0.5rem 1.25rem;
+    background: var(--accent); color: #1a1b26; border-radius: 4px;
+    text-decoration: none; font-weight: bold; font-size: 0.85rem;
+    transition: opacity 0.2s;
+}
+.report-link:hover { opacity: 0.85; }
+.not-generated {
+    background: var(--bg-card); border: 1px dashed var(--border); border-radius: 8px;
+    padding: 1.25rem; margin: 1rem 0; color: var(--text-dim); font-size: 0.85rem;
+}
+.not-generated h3 { color: var(--text-dim); font-size: 1rem; margin-bottom: 0.4rem; }
+.verdict { display: inline-block; padding: 0.2rem 0.8rem; border-radius: 4px; font-weight: bold; font-size: 0.85rem; }
+.verdict-good { background: var(--good); color: #1a1b26; }
+.verdict-attention { background: var(--attention); color: #1a1b26; }
+.verdict-critical { background: var(--critical); color: #1a1b26; }
+.sev-badge { display: inline-block; padding: 0.1rem 0.5rem; border-radius: 3px; font-size: 0.7rem; font-weight: bold; }
+.sev-CRITICAL { background: var(--sev-critical); color: #1a1b26; }
+.sev-HIGH { background: var(--sev-high); color: #1a1b26; }
+.sev-MEDIUM { background: var(--sev-medium); color: #1a1b26; }
+.sev-LOW { background: var(--sev-low); color: #1a1b26; }
+.sev-INFO { background: var(--sev-info); color: #1a1b26; }
+.footer { margin-top: 2rem; padding-top: 1rem; border-top: 1px solid var(--border); color: var(--text-dim); font-size: 0.75rem; }
+"""
+
+
+def generate_summary_html(
+    target: Path,
+    timestamp: str,
+    detected_languages: set[str],
+    *,
+    technical_filename: str | None = None,
+    business_filename: str | None = None,
+    results: list[ToolResult] | None = None,
+    critical_findings: list[CriticalFinding] | None = None,
+    code_structure_critique: CodeStructureCritique | None = None,
+    business_logic_review: BusinessLogicReview | None = None,
+) -> str:
+    """Generate a lightweight HTML entry page linking to the individual reports."""
+    lang_display = ", ".join(sorted(lang.title() for lang in detected_languages)) or "Unknown"
+    human_ts = _format_timestamp_human(timestamp)
+
+    h: list[str] = []
+    h.append("")
+    h.append('')
+    h.append('')
+    h.append(f"Code Review Summary \u2014 {_esc(human_ts)}")
+    h.append(f"")
+    h.append("")
+
+    # Header
+    h.append("
AIDLC Code Review
")
+    h.append('
')
+    h.append(f"Generated: {_esc(human_ts)}")
+    h.append(f"Target: {_esc(str(target.resolve()))}")
+    h.append(f"Languages: {_esc(lang_display)}")
+    h.append("
")
+
+    h.append("
Reports
")
+
+    # --- Technical Report Card ---
+    if technical_filename and results is not None:
+        all_findings = [f for r in results for f in r.findings]
+        by_sev = _count_by_severity(all_findings)
+        verdict = _overall_verdict(all_findings)
+        n_critical = len(critical_findings) if critical_findings else 0
+        n_dimensions = len(code_structure_critique.dimensions) if code_structure_critique else 0
+
+        h.append('
')
+        h.append("
\U0001f527 Technical Report
")
+        h.append('
Static analysis findings, critical code sections flagged for human review, '
+                 "and AI-powered code structure critique.
")
+
+        # Verdict
+        h.append(f'
{_esc(verdict)}
')
+
+        # Stats
+        h.append('
')
+        h.append(f'
{len(all_findings)}
'
+                 '
Findings
')
+        for sev in SEV_ORDER:
+            count = by_sev.get(sev.value, 0)
+            if count:
+                h.append(f'
{count}
'
+                         f'
{sev.value}
')
+        if n_critical:
+            h.append(f'
{n_critical}
'
+                     '
Critical Sections
')
+        if n_dimensions:
+            h.append(f'
{n_dimensions}
'
+                     '
Structure Dimensions
')
+        h.append("
")
+
+        h.append(f'Open Technical Report \u2192')
+        h.append("
")
+    else:
+        h.append('
')
+        h.append("
\U0001f527 Technical Report
")
+        h.append("
Not generated. Run with default mode or --technical-report to include it.
")
+        h.append("
")
+
+    # --- Business Logic Report Card ---
+    if business_filename and business_logic_review is not None:
+        n_findings = len(business_logic_review.findings)
+        n_consistency = len(business_logic_review.consistency_issues)
+        cat_counts: dict[BusinessLogicCategory, int] = {}
+        for f in business_logic_review.findings:
+            cat_counts[f.category] = cat_counts.get(f.category, 0) + 1
+
+        h.append('
')
+        h.append("
\U0001f4cb Business Logic Report
")
+        h.append('
AI-driven analysis of business rules, formulas, and domain logic. '
+                 "Every finding is flagged for human review regardless of static tool results.
")
+
+        # Stats
+        h.append('
')
+        h.append(f'
{n_findings}
'
+                 '
Findings
')
+        h.append(f'
{n_consistency}
'
+                 '
Consistency Issues
')
+        h.append(f'
{len(cat_counts)}
'
+                 '
Categories
')
+        h.append("
")
+
+        h.append(f'Open Business Logic Report \u2192')
+        h.append("
")
+    else:
+        h.append('
')
+        h.append("
\U0001f4cb Business Logic Report
")
+        h.append("
Not generated. Run with default mode or --business-report to include it.
")
+        h.append("
")
+
+    # Footer
+    h.append('
')
+    h.append(f"Generated by AIDLC Code Reviewer \u2014 {_esc(human_ts)}")
+    h.append("
")
+
+    h.append("")
+    return "\n".join(h)
diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/spinner.py b/scripts/aidlc-codereview/src/code_reviewer/common/spinner.py
new file mode 100644
index 00000000..2087d1bd
--- /dev/null
+++ b/scripts/aidlc-codereview/src/code_reviewer/common/spinner.py
@@ -0,0 +1,53 @@
+"""Terminal spinner for long-running operations."""
+
+# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+
+import itertools
+import sys
+import threading
+import time
+
+
+class Spinner:
+    """A simple terminal spinner that runs in a background thread.
+
+    Usage:
+        with Spinner("Analyzing code"):
+            do_long_running_work()
+    """
+
+    _FRAMES = ["⠋", "⠙", "⠹", "⠸", "⠼", "⠴", "⠦", "⠧", "⠇", "⠏"]
+
+    def __init__(self, message: str = "Working", interval: float = 0.08):
+        self.message = message
+        self.interval = interval
+        self._stop_event = threading.Event()
+        self._thread: threading.Thread | None = None
+
+    def _spin(self) -> None:
+        frames = itertools.cycle(self._FRAMES)
+        while not self._stop_event.is_set():
+            frame = next(frames)
+            sys.stdout.write(f"\r  {frame} {self.message}...")
+            sys.stdout.flush()
+            time.sleep(self.interval)
+        # Clear the spinner line when done
+        sys.stdout.write(f"\r  ✔ {self.message}... done\n")
+        sys.stdout.flush()
+
+    def start(self) -> "Spinner":
+        self._thread = threading.Thread(target=self._spin, daemon=True)
+        self._thread.start()
+        return self
+
+    def stop(self) -> None:
+        self._stop_event.set()
+        if self._thread:
+            self._thread.join()
+
+    def __enter__(self) -> "Spinner":
+        return self.start()
+
+    def __exit__(self, *_) -> None:
+        self.stop()
diff --git a/scripts/aidlc-codereview/src/code_reviewer/common/utils.py b/scripts/aidlc-codereview/src/code_reviewer/common/utils.py
new file mode 100644
index 00000000..72562083
--- /dev/null
+++ b/scripts/aidlc-codereview/src/code_reviewer/common/utils.py
@@ -0,0 +1,42 @@
+"""Shared subprocess utilities for tool wrappers.
+
+Subprocess execution is core to running static-analysis CLI tools.
+Command arguments are controlled by ReviewConfig / tool wrappers, not user input.
+"""
+
+# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+
+import subprocess  # nosec B404
+import shutil
+
+
+def check_tool_installed(command: str) -> bool:
+    """Check if a CLI tool is available on PATH."""
+    return shutil.which(command) is not None
+
+
+def run_command(
+    args: list[str],
+    timeout: int = 300,
+    cwd: str | None = None,
+) -> tuple[int, str, str]:
+    """Run a subprocess command and return (returncode, stdout, stderr).
+
+    Many static analysis tools use non-zero exit codes to indicate findings
+    (not errors), so callers should interpret return codes per tool.
+    """
+    try:
+        result = subprocess.run(  # nosec B603  # nosemgrep: dangerous-subprocess-use-audit
+            args,
+            capture_output=True,
+            text=True,
+            timeout=timeout,
+            cwd=cwd,
+            shell=False,
+        )
+        return result.returncode, result.stdout, result.stderr
+    except subprocess.TimeoutExpired:
+        return -1, "", f"Command timed out after {timeout}s: {' '.join(args)}"
+    except FileNotFoundError:
+        return -1, "", f"Command not found: {args[0]}"
diff --git a/scripts/aidlc-codereview/src/code_reviewer/runner.py b/scripts/aidlc-codereview/src/code_reviewer/runner.py
new file mode 100644
index 00000000..7226923d
--- /dev/null
+++ b/scripts/aidlc-codereview/src/code_reviewer/runner.py
@@ -0,0 +1,388 @@
+"""Unified CLI entry point for AIDLC Code Reviewer.
+
+Usage:
+    aidlc-code-reviewer  [--config path] [--output-dir path] [--verbose]
+    aidlc-code-reviewer  --technical-report   # technical report only
+    aidlc-code-reviewer  --business-report    # business logic report only
+"""
+
+# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+
+import argparse
+import logging
+import sys
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from datetime import datetime, timezone
+from pathlib import Path
+
+from code_reviewer.common.config import load_config
+from code_reviewer.common.language_detector import detect_languages
+from code_reviewer.common.models import BusinessLogicReview, CodeStructureCritique, CriticalFinding, SkipRecord, ToolResult
+from code_reviewer.common.output import set_verbose, vprint
+from code_reviewer.common.report import (
+    generate_business_logic_html,
+    generate_business_logic_markdown,
+    generate_html,
+    generate_markdown,
+    generate_summary_html,
+)
+from code_reviewer.common.spinner import Spinner
+from code_reviewer.tools.registry import get_wrapper, get_supported_languages
+
+
+def _run_critical_findings(target: Path, results: list[ToolResult]) -> list[CriticalFinding]:
+    """Run the critical findings agent after all tools complete.
+
+    Returns empty list on failure (non-blocking).
+    """
+    try:
+        from code_reviewer.agent.critical_findings_agent import CriticalFindingsAgent
+
+        vprint("\n--- Critical Code Findings Analysis ---", flush=True)
+        agent = CriticalFindingsAgent()
+        return agent.execute(target=target, results=results)
+    except ImportError:
+        print("  Agent dependencies not installed, skipping critical findings.", file=sys.stderr)
+        return []
+    except Exception as exc:
+        print(f"  Critical findings analysis error: {exc}", file=sys.stderr)
+        return []
+
+
+def _run_code_structure_critique(
+    target: Path,
+    results: list[ToolResult],
+    critical_findings: list[CriticalFinding],
+) -> CodeStructureCritique | None:
+    """Run the code structure critique agent.
+
+    Returns None on failure (non-blocking).
+    """
+    try:
+        from code_reviewer.agent.code_structure_agent import CodeStructureAgent
+
+        vprint("\n--- Code Structure Critique ---", flush=True)
+        agent = CodeStructureAgent()
+        return agent.execute(target=target, results=results, critical_findings=critical_findings)
+    except ImportError:
+        print("  Agent dependencies not installed, skipping structure critique.", file=sys.stderr)
+        return None
+    except Exception as exc:
+        print(f"  Structure critique error: {exc}", file=sys.stderr)
+        return None
+
+
+def _run_business_logic_review(target: Path) -> BusinessLogicReview | None:
+    """Run the business logic review agent.
+
+    Returns None on failure (non-blocking).
+    """
+    try:
+        from code_reviewer.agent.business_logic_agent import BusinessLogicAgent
+
+        vprint("\n--- Business Logic Review ---", flush=True)
+        agent = BusinessLogicAgent()
+        return agent.execute(target=target)
+    except ImportError:
+        print("  Agent dependencies not installed, skipping business logic review.", file=sys.stderr)
+        return None
+    except Exception as exc:
+        print(f"  Business logic review error: {exc}", file=sys.stderr)
+        return None
+
+
+def _run_single_tool(
+    tool_cfg,
+    target: Path,
+    detected: set[str],
+    no_generate: bool,
+) -> ToolResult | SkipRecord:
+    """Run a single tool's full pipeline: generate wrapper if needed, check language, execute.
+
+    Returns either a ToolResult (success or tool error) or a SkipRecord.
+    """
+    wrapper = get_wrapper(tool_cfg.name)
+    cached_result: ToolResult | None = None
+
+    if wrapper is None and not no_generate:
+        vprint(f"  Generating wrapper for '{tool_cfg.name}'...", flush=True)
+        try:
+            from code_reviewer.agent.wrapper_generator import WrapperGeneratorAgent
+            from code_reviewer.agent.models import GenerationStatus
+
+            gen_agent = WrapperGeneratorAgent()
+            gen_result = gen_agent.execute(tool_config=tool_cfg, target=target)
+            if gen_result.status == GenerationStatus.SUCCESS:
+                wrapper = get_wrapper(tool_cfg.name)
+                cached_result = gen_result.tool_result
+                vprint(f"  Generated wrapper for '{tool_cfg.name}'", flush=True)
+            else:
+                print(f"  Generation failed for '{tool_cfg.name}': {gen_result.error}", file=sys.stderr)
+        except ImportError:
+            print("  Agent dependencies not installed, skipping generation.", file=sys.stderr)
+        except Exception as exc:
+            print(f"  Generation error for '{tool_cfg.name}': {exc}", file=sys.stderr)
+
+    category = getattr(wrapper, "CATEGORY", None) or tool_cfg.category or "unknown"
+
+    if wrapper is None:
+        return SkipRecord(
+            tool=tool_cfg.name,
+            category=category,
+            reason=f"No wrapper for '{tool_cfg.name}'",
+        )
+
+    supported = get_supported_languages(tool_cfg.name)
+    if "*" not in supported and not (set(supported) & detected):
+        reason = f"No {', '.join(supported)} files detected"
+        vprint(f"  Skipping {tool_cfg.name} — {reason}", flush=True)
+        return SkipRecord(tool=tool_cfg.name, category=category, reason=reason)
+
+    if cached_result is not None:
+        vprint(f"  Running {tool_cfg.name}...", flush=True)
+        result = cached_result
+    else:
+        vprint(f"  Running {tool_cfg.name}...", flush=True)
+        try:
+            result = wrapper.run(target)
+        except Exception as exc:
+            result = ToolResult(
+                tool=tool_cfg.name,
+                category=category,
+                success=False,
+                error=str(exc),
+            )
+
+    if not result.success:
+        reason = result.error or "Tool returned an error"
+        vprint(f"  Skipping {tool_cfg.name} — {reason}", flush=True)
+        return SkipRecord(tool=tool_cfg.name, category=category, reason=reason)
+
+    return result
+
+
+def run_review(
+    target: Path,
+    config_path: Path | None = None,
+    no_generate: bool = False,
+) -> tuple[list[ToolResult], list[SkipRecord], set[str]]:
+    """Run all configured tools against target in parallel, returning results and skip records."""
+    config = load_config(config_path)
+    detected = detect_languages(target)
+
+    if not detected:
+        print("Warning: No recognized programming languages detected in target.", file=sys.stderr)
+
+    results: list[ToolResult] = []
+    skipped: list[SkipRecord] = []
+
+    with ThreadPoolExecutor() as executor:
+        futures = {
+            executor.submit(_run_single_tool, tool_cfg, target, detected, no_generate): tool_cfg
+            for tool_cfg in config.tools
+        }
+        for future in as_completed(futures):
+            outcome = future.result()
+            if isinstance(outcome, SkipRecord):
+                skipped.append(outcome)
+            else:
+                results.append(outcome)
+
+    return results, skipped, detected
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        prog="aidlc-code-reviewer",
+        description="AIDLC Code Reviewer — automated code quality analysis.",
+    )
+    parser.add_argument("target", type=Path, nargs="?", default=None, help="Path to directory or file to analyze")
+    parser.add_argument(
+        "-c", "--config", type=Path, default=None,
+        help="Path to review-config.yaml (default: built-in config)",
+    )
+    parser.add_argument(
+        "-o", "--output-dir", type=Path, default=None,
+        help="Output directory for reports (default: ./reports/)",
+    )
+    parser.add_argument(
+        "--no-generate", action="store_true", default=False,
+        help="Skip auto-generation of missing tool wrappers",
+    )
+    parser.add_argument(
+        "--preflight", action="store_true", default=False,
+        help="Run pre-flight checks for agent setup, then exit",
+    )
+    parser.add_argument(
+        "-v", "--verbose", action="store_true", default=False,
+        help="Show detailed progress output for each tool and agent step",
+    )
+    parser.add_argument(
+        "--technical-report", action="store_true", default=False,
+        help="Generate only the technical report (static tools + critical findings + structure critique)",
+    )
+    parser.add_argument(
+        "--business-report", action="store_true", default=False,
+        help="Generate only the business logic review report (AI-driven, no static tools)",
+    )
+    args = parser.parse_args()
+
+    # Configure verbose output and logging
+    set_verbose(args.verbose)
+    logging.basicConfig(
+        level=logging.INFO if args.verbose else logging.ERROR,
+        format="%(message)s",
+    )
+
+    # Pre-flight check mode
+    if args.preflight:
+        try:
+            from code_reviewer.agent.preflight import run_preflight
+            ok = run_preflight(config_path=args.config)
+            sys.exit(0 if ok else 1)
+        except ImportError:
+            print("Error: Agent packages not installed. Run: pip install -e .", file=sys.stderr)
+            sys.exit(1)
+
+    if args.target is None:
+        parser.error("the following arguments are required: target")
+
+    target = args.target.resolve()
+    if not target.exists():
+        print(f"Error: target not found: {target}", file=sys.stderr)
+        sys.exit(1)
+
+    # Determine which reports to generate.
+    # Default (no flags): both. If either flag is set, only that report type.
+    run_technical = not args.business_report or args.technical_report
+    run_business = not args.technical_report or args.business_report
+    # If both flags are explicitly set, run both (same as default).
+    if args.technical_report and args.business_report:
+        run_technical = True
+        run_business = True
+
+    timestamp = datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ")
+    ts_file = datetime.now(timezone.utc).strftime("%Y%m%d_%H%M%S")
+
+    print("Activating AIDLC Code Reviewer...")
+    vprint(f"  Target: {target}")
+
+    results: list[ToolResult] = []
+    skipped: list[SkipRecord] = []
+    detected: set[str] = set()
+    critical_findings: list[CriticalFinding] = []
+    structure_critique: CodeStructureCritique | None = None
+    business_logic_review: BusinessLogicReview | None = None
+
+    # --- Technical report pipeline ---
+    if run_technical:
+        with Spinner("Running code review"):
+            results, skipped, detected = run_review(target, args.config, no_generate=args.no_generate)
+
+        total_findings = sum(len(r.findings) for r in results)
+        print(f"  Tools run: {len(results)}, Skipped: {len(skipped)}, "
+              f"Findings: {total_findings}")
+
+        with Spinner("Analyzing critical findings"):
+            critical_findings = _run_critical_findings(target, results)
+
+        with Spinner("Generating structure critique"):
+            structure_critique = _run_code_structure_critique(target, results, critical_findings)
+    else:
+        # Still need detected languages for the business report header
+        detected = detect_languages(target)
+
+    # --- Business logic report pipeline ---
+    if run_business:
+        with Spinner("Analyzing business logic"):
+            business_logic_review = _run_business_logic_review(target)
+
+    # --- Write reports ---
+    output_dir = args.output_dir or Path("reports")
+    output_dir.mkdir(parents=True, exist_ok=True)
+
+    # Build filenames
+    summary_html_name = f"code_review_summary_{ts_file}.html"
+    tech_html_name = f"code_review_technical_{ts_file}.html"
+    tech_md_name = f"code_review_technical_{ts_file}.md"
+    biz_html_name = f"code_review_business_{ts_file}.html"
+    biz_md_name = f"code_review_business_{ts_file}.md"
+
+    # When both reports are generated, remove critical findings already covered
+    # by the business logic report to avoid duplicate reporting.
+    tech_critical_findings = critical_findings
+    if business_logic_review and critical_findings:
+        biz_files = {
+            (Path(blf.file).name, blf.start_line)
+            for blf in business_logic_review.findings
+        }
+        tech_critical_findings = [
+            cf for cf in critical_findings
+            if (Path(cf.file).name, cf.start_line) not in biz_files
+        ]
+
+    with Spinner("Writing reports"):
+        if run_technical:
+            md_path = output_dir / tech_md_name
+            html_path = output_dir / tech_html_name
+
+            md_content = generate_markdown(target, results, skipped, timestamp, detected, tech_critical_findings, structure_critique)
+            tech_sibling = (biz_html_name, "Business Logic Report") if run_business else None
+            html_content = generate_html(
+                target, results, skipped, timestamp, detected,
+                tech_critical_findings, structure_critique,
+                summary_filename=summary_html_name,
+                sibling_report=tech_sibling,
+            )
+
+            md_path.write_text(md_content)
+            html_path.write_text(html_content)
+
+        if run_business and business_logic_review:
+            biz_md_path = output_dir / biz_md_name
+            biz_html_path = output_dir / biz_html_name
+
+            biz_md_content = generate_business_logic_markdown(target, timestamp, detected, business_logic_review)
+            biz_sibling = (tech_html_name, "Technical Report") if run_technical else None
+            biz_html_content = generate_business_logic_html(
+                target, timestamp, detected, business_logic_review,
+                summary_filename=summary_html_name,
+                sibling_report=biz_sibling,
+            )
+
+            biz_md_path.write_text(biz_md_content)
+            biz_html_path.write_text(biz_html_content)
+
+        # Summary entry page (always generated)
+        summary_path = output_dir / summary_html_name
+        summary_content = generate_summary_html(
+            target, timestamp, detected,
+            technical_filename=tech_html_name if run_technical else None,
+            business_filename=biz_html_name if (run_business and business_logic_review) else None,
+            results=results if run_technical else None,
+            critical_findings=critical_findings if run_technical else None,
+            code_structure_critique=structure_critique if run_technical else None,
+            business_logic_review=business_logic_review if run_business else None,
+        )
+        summary_path.write_text(summary_content)
+
+    # --- Print summary ---
+    if run_technical:
+        print(f"  Critical sections: {len(critical_findings)}")
+    if run_business and business_logic_review:
+        print(f"  Business logic findings: {len(business_logic_review.findings)}, "
+              f"Consistency issues: {len(business_logic_review.consistency_issues)}")
+    print()
+    print(f"  Reports:")
+    print(f"    \u2192 Start here:          {summary_path}")
+    if run_technical:
+        print(f"    Technical (Markdown): {md_path}")
+        print(f"    Technical (HTML):     {html_path}")
+    if run_business and business_logic_review:
+        print(f"    Business Logic (Markdown): {biz_md_path}")
+        print(f"    Business Logic (HTML):     {biz_html_path}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/aidlc-codereview/src/code_reviewer/tools/__init__.py b/scripts/aidlc-codereview/src/code_reviewer/tools/__init__.py
new file mode 100644
index 00000000..e2a8cf79
--- /dev/null
+++ b/scripts/aidlc-codereview/src/code_reviewer/tools/__init__.py
@@ -0,0 +1,4 @@
+"""Tool wrappers for AIDLC Code Reviewer."""
+
+# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
diff --git a/scripts/aidlc-codereview/src/code_reviewer/tools/registry.py b/scripts/aidlc-codereview/src/code_reviewer/tools/registry.py
new file mode 100644
index 00000000..245ceede
--- /dev/null
+++ b/scripts/aidlc-codereview/src/code_reviewer/tools/registry.py
@@ -0,0 +1,83 @@
+"""Tool registry — maps tool names to their wrapper modules.
+
+The registry provides a lookup from config tool names to the Python modules
+that implement the `run(target: Path) -> ToolResult` interface.
+
+Wrappers are discovered dynamically from tools/.py files on disk.
+No hardcoded imports — the agent generates wrappers as needed.
+"""
+
+# Copyright 2026 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+
+from __future__ import annotations
+
+import importlib.util
+import sys
+import threading
+from pathlib import Path
+from types import ModuleType
+
+TOOL_REGISTRY: dict[str, ModuleType] = {}
+
+_TOOLS_DIR = Path(__file__).resolve().parent
+_registry_lock = threading.Lock()
+
+
+def _try_load_from_disk(tool_name: str) -> ModuleType | None:
+    """Try to load a wrapper from tools/.py."""
+    safe_name = tool_name.replace("-", "_").replace(" ", "_")
+    wrapper_path = _TOOLS_DIR / f"{safe_name}.py"
+    if not wrapper_path.exists():
+        return None
+    try:
+        module_name = f"tools.{safe_name}"
+        spec = importlib.util.spec_from_file_location(module_name, str(wrapper_path))
+        if spec is None or spec.loader is None:
+            return None
+        module = importlib.util.module_from_spec(spec)
+        project_root = str(_TOOLS_DIR.parent.parent)
+        if project_root not in sys.path:
+            sys.path.insert(0, project_root)
+        spec.loader.exec_module(module)
+        TOOL_REGISTRY[tool_name] = module
+        return module
+    except Exception:
+        return None
+
+
+def get_wrapper(tool_name: str) -> ModuleType | None:
+    """Look up a tool wrapper module by name.
+
+    Checks the in-memory registry first, then looks for a wrapper file
+    on disk (tools/.py).
+    """
+    with _registry_lock:
+        wrapper = TOOL_REGISTRY.get(tool_name)
+        if wrapper is not None:
+            return wrapper
+        return _try_load_from_disk(tool_name)
+
+
+def get_supported_languages(tool_name: str) -> list[str]:
+    """Return the supported languages for a tool by reading its SUPPORTED_LANGUAGES.
+
+    Falls back to ["*"] if the wrapper doesn't declare SUPPORTED_LANGUAGES.
+    """
+    with _registry_lock:
+        wrapper = TOOL_REGISTRY.get(tool_name)
+    if wrapper and hasattr(wrapper, "SUPPORTED_LANGUAGES"):
+        return wrapper.SUPPORTED_LANGUAGES
+    return ["*"]
+
+
+def register_wrapper(tool_name: str, module: ModuleType) -> None:
+    """Register a dynamically generated wrapper module."""
+    with _registry_lock:
+        TOOL_REGISTRY[tool_name] = module
+
+
+def is_registered(tool_name: str) -> bool:
+    """Check if a tool has a registered wrapper."""
+    with _registry_lock:
+        return tool_name in TOOL_REGISTRY
diff --git a/scripts/aidlc-codereview/uv.lock b/scripts/aidlc-codereview/uv.lock
new file mode 100644
index 00000000..10b4badd
--- /dev/null
+++ b/scripts/aidlc-codereview/uv.lock
@@ -0,0 +1,2950 @@
+version = 1
+revision = 3
+requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version < '3.15'",
+]
+
+[[package]]
+name = "aidlc-code-reviewer"
+version = "0.2.0"
+source = { editable = "." }
+dependencies = [
+    { name = "backoff" },
+    { name = "bandit" },
+    { name = "beautifulsoup4" },
+    { name = "boto3" },
+    { name = "mypy" },
+    { name = "pydantic" },
+    { name = "pyyaml" },
+    { name = "radon" },
+    { name = "ruff" },
+    { name = "semgrep" },
+    { name = "strands-agents" },
+    { name = "strands-agents-tools" },
+    { name = "vulture" },
+]
+
+[package.optional-dependencies]
+test = [
+    { name = "moto" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "backoff", specifier = ">=2.2.0" },
+    { name = "bandit", specifier = ">=1.7" },
+    { name = "beautifulsoup4", specifier = ">=4.12" },
+    { name = "boto3", specifier = ">=1.35.0" },
+    { name = "moto", marker = "extra == 'test'", specifier = ">=5.0" },
+    { name = "mypy", specifier = ">=1.0" },
+    { name = "pydantic", specifier = ">=2.0,<3.0" },
+    { name = "pytest", marker = "extra == 'test'", specifier = ">=8.0" },
+    { name = "pytest-cov", marker = "extra == 'test'", specifier = ">=5.0" },
+    { name = "pyyaml", specifier = ">=6.0" },
+    { name = "radon", specifier = ">=6.0" },
+    { name = "ruff", specifier = ">=0.4" },
+    { name = "semgrep", specifier = ">=1.0" },
+    { name = "strands-agents", specifier = ">=0.1.0" },
+    { name = "strands-agents-tools", specifier = ">=0.1.0" },
+    { name = "vulture", specifier = ">=2.0" },
+]
+provides-extras = ["test"]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
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