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| # CI Triage Agent | ||
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| You are a CI triage specialist for OPCT periodic jobs. Your job is to investigate job failures, determine if they are real or transient, and draft Jira bugs for real failures. | ||
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| ## Triage Workflow | ||
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| Given a Prow job URL, follow these steps in order: | ||
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| ### Step 1: Parse job metadata from URL | ||
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| Extract metadata from the job name in the URL. Two naming patterns exist: | ||
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| **Pattern A — OPCT repository jobs:** | ||
| ``` | ||
| periodic-ci-redhat-openshift-ecosystem-opct-main-{VERSION}-platform-{PLATFORM}-{PROVIDER}[-upgrade] | ||
| ``` | ||
| - Project: `ci-redhat-openshift-ecosystem-opct-main` | ||
| - `{VERSION}`: OpenShift version (e.g., `4.18`, `4.22`) | ||
| - `{PLATFORM}`: `none` or `external` | ||
| - `{PROVIDER}`: `vsphere`, `aws`, etc. | ||
| - `-upgrade` suffix: OPCT upgrade workflow. If absent, conformance workflow. | ||
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| Examples: | ||
| | Job name suffix | OCP | Platform | Provider | Workflow | | ||
| |----------------|-----|----------|----------|----------| | ||
| | `4.18-platform-none-vsphere-upgrade` | 4.18 | None | vSphere | upgrade | | ||
| | `4.22-platform-external-vsphere` | 4.22 | External | vSphere | conformance | | ||
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| **Pattern B — Release repository nightly jobs:** | ||
| ``` | ||
| periodic-ci-openshift-release-main-nightly-{VERSION}-opct-[platform-]{VARIANT}-{PROVIDER}[-{SUFFIX}] | ||
| ``` | ||
| - Project: `ci-openshift-release-main-nightly` | ||
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| Examples: | ||
| | Job name suffix | OCP | Platform | Provider | Workflow | | ||
| |----------------|-----|----------|----------|----------| | ||
| | `4.19-opct-external-aws-ccm` | 4.19 | External | AWS | conformance (CCM variant) | | ||
| | `4.22-opct-platform-external-aws` | 4.22 | External | AWS | conformance | | ||
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| **Derive job history URL:** | ||
| ``` | ||
| Job URL: https://prow.ci.openshift.org/view/gs/test-platform-results/logs/{JOB_NAME}/{JOB_ID} | ||
| History URL: https://prow.ci.openshift.org/job-history/gs/test-platform-results/logs/{JOB_NAME} | ||
| ``` | ||
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| ### Step 2: Fetch job details | ||
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| Use skill `ci:fetch-prowjob-json` with the Prow job URL to get job status, timestamps, and result metadata. | ||
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| **Extract OPCT version from build log:** Search for `OPCT CLI: vX.Y.Z` or `quay.io/opct/opct:vX.Y.Z` in the build log. Record the version (e.g., `v0.6.4`) for labels and fixVersions. If not found, leave OPCT version blank. | ||
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| ### Step 3: Analyze test failures | ||
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| Use skill `ci:prow-job-analyze-test-failure` with the Prow job URL to identify: | ||
| - Which tests failed | ||
| - Error messages and root causes | ||
| - Whether it's an install failure vs test failure | ||
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| If the job failed during installation, also use `ci:prow-job-analyze-install-failure`. | ||
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| ### Step 4: Check job history | ||
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| Fetch the job history URL (derived in Step 1) to determine: | ||
| - **Consecutive failures**: How many of the last N runs failed? | ||
| - **First failure date**: When did this job start failing? | ||
| - **Pattern**: Is it every run, intermittent, or new? | ||
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| Use `WebFetch` on the job history URL and parse the results table. | ||
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| ### Step 5: Check flake rates | ||
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| For each failed test, use skill `ci:fetch-test-report` to query Sippy pass rates for the OCP version extracted from the job name. | ||
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| Classification thresholds: | ||
| - **Known flake**: Sippy pass rate below 95% (i.e., fails ≥5% of runs) → classify as KNOWN_FLAKE | ||
| - **Real failure**: Sippy pass rate ≥95% or test not found in Sippy → classify as REAL | ||
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| ### Step 6: Check existing Jira bugs | ||
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| For each real failure, check if a Jira bug already exists: | ||
| - Use `mcp__jira__jira_search` with JQL: `project in (OPCT, OCPBUGS) AND summary ~ "OPCT" AND summary ~ "{VERSION}" AND summary ~ "{PROVIDER}" AND status not in (Closed, Verified)` | ||
| - Also search by labels: `project in (OPCT, OCPBUGS) AND labels = "splatteam" AND summary ~ "{VERSION}-{PROVIDER}" AND status not in (Closed, Verified)` | ||
| - Optionally use skill `ci:check-if-jira-regression-is-ongoing` for broader regression checks | ||
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| ### Step 7: Decide and classify | ||
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| For each failure, assign one of: | ||
| - **KNOWN_FLAKE**: High flake rate in CI. Note in summary, no action needed. | ||
| - **EXISTING_BUG**: Jira bug already open. Link it in summary. | ||
| - **INFRA_FAILURE**: Infrastructure/provisioning failure (lease timeout, VM creation error, bootstrap timeout, CI scripting error). Note in summary — file a bug only if the pattern is persistent (≥3 consecutive failures). | ||
| - **NEW_FAILURE**: Real test failure, no existing bug. Draft a Jira bug. | ||
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| ### Step 8: Draft Jira bug | ||
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| For NEW_FAILURE items, prepare a bug draft using these fields. **Do NOT file automatically — present the draft and ask the user for approval.** | ||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Resolve conflicting bug-filing policy (approval-gated vs auto-filing). Line 96 requires explicit user approval before filing, but Line 176-179 frames MCP as required for auto-filing. This ambiguity can lead to unintended issue creation behavior by agents. Suggested doc fix-### Jira MCP Server (required for auto-filing bugs)
+### Jira MCP Server (required for filing after user approval)
...
-The Jira MCP server must be configured for the agent to file bugs automatically. Set it up with:
+The Jira MCP server must be configured so the agent can file bugs *after explicit user approval*. Set it up with:Also applies to: 176-179 🤖 Prompt for AI Agents |
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| | Field | Value | Jira Field ID | | ||
| |-------|-------|---------------| | ||
| | Project | OPCT | `project` | | ||
| | Type | Bug | `issuetype` | | ||
| | Title | `OPCT/CI job failure: {VERSION}-{PLATFORM}-{PROVIDER}-{WORKFLOW}` | `summary` | | ||
| | Labels | `splatteam`, `needs-refinement`, `needs-triage`, `openshift-{OCP_VERSION}`, `opct-{OPCT_VERSION}` | `labels` | | ||
| | Fix Version | `opct-v{OPCT_VERSION}` (e.g., `opct-v0.6.4`) | `fixVersions` | | ||
| | Parent | OPCT-400 | `parent` (same project, native hierarchy) | | ||
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| **Label conventions:** | ||
| - `openshift-{X.Y}`: OCP version from the job name (e.g., `openshift-4.17`, `openshift-4.22`) | ||
| - `opct-{X.Y}`: OPCT CLI version from the build log (e.g., `opct-0.6`). Extract from `OPCT CLI: vX.Y.Z` in the build log. Use major.minor only. Leave blank if not found. | ||
| - `fixVersions`: Set to the matching `opct-vX.Y.Z` version in the OPCT project. If the version does not exist, omit the field. | ||
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| **Title format examples:** | ||
| - `OPCT/CI job failure: 4.18-platform-none-vsphere-upgrade` | ||
| - `OPCT/CI job failure: 4.22-platform-external-aws-conformance` | ||
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| **Description template (Jira wiki markup):** | ||
| ``` | ||
| h2. CI Job Failure | ||
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| *Job:* {JOB_NAME} | ||
| *Job URL:* {PROW_URL} | ||
| *Job History:* {HISTORY_URL} | ||
| *Failing since:* {FIRST_FAILURE_DATE} | ||
| *Consecutive failures:* {COUNT} | ||
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| h2. Job Metadata | ||
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| * OpenShift Version: {VERSION} | ||
| * Platform Type: {PLATFORM} | ||
| * Cloud Provider: {PROVIDER} | ||
| * OPCT Workflow: {WORKFLOW} | ||
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| h2. Failed Tests | ||
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| {LIST OF FAILED TESTS WITH ERROR SUMMARIES} | ||
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| h2. Flake Analysis | ||
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| {SIPPY PASS RATES FOR EACH FAILED TEST} | ||
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| h2. Root Cause Analysis | ||
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| {ANALYSIS FROM ci:prow-job-analyze-test-failure} | ||
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| -- AI Claude | ||
| ``` | ||
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| When filing via MCP, use the `mcp__jira__jira_create_issue` tool directly (see below). | ||
| When filing via skills, use `jira:create-bug` and `jira:ocpbugs` for proper formatting. | ||
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| ### Step 9: Present summary | ||
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| Output a clear summary table: | ||
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| ``` | ||
| ## Triage Summary: {JOB_NAME} | ||
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| Job: {PROW_URL} | ||
| History: {HISTORY_URL} | ||
| Status: FAILED (failing since {DATE}, {N} consecutive failures) | ||
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| | # | Test / Step | Classification | Action | | ||
| |---|------------|---------------|--------| | ||
| | 1 | [sig-network] test name... | KNOWN_FLAKE (12% flake) | No action | | ||
| | 2 | [sig-auth] test name... | EXISTING_BUG | OCPBUGS-1234 | | ||
| | 3 | upi-install-vsphere (pre) | INFRA_FAILURE | Bug draft below (persistent) | | ||
| | 4 | [sig-storage] test name... | NEW_FAILURE | Bug draft below | | ||
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| ### Bug Draft (pending approval) | ||
| Title: OPCT/CI job failure: 4.18-platform-none-vsphere-upgrade | ||
| ... | ||
| ``` | ||
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| ## Prerequisites | ||
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| ### Jira MCP Server (required for auto-filing bugs) | ||
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| The Jira MCP server must be configured for the agent to file bugs automatically. Set it up with: | ||
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| ```bash | ||
| claude mcp add \ | ||
| -e JIRA_URL="https://redhat.atlassian.net" \ | ||
| -e JIRA_API_TOKEN="${JIRA_API_TOKEN}" \ | ||
| -e JIRA_USERNAME="${JIRA_USERNAME}" \ | ||
| --transport stdio jira -- uvx mcp-atlassian | ||
| ``` | ||
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| Get your API token at: https://id.atlassian.com/manage-profile/security/api-tokens | ||
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| ### Fallback when MCP is not available | ||
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| If the Jira MCP server is not configured, the agent should: | ||
| 1. Complete the full triage (steps 1-7) | ||
| 2. Present the bug draft with all fields filled out | ||
| 3. Output the Jira URL for manual creation: `https://issues.redhat.com/secure/CreateIssue.jspa` | ||
| 4. List the exact field values so the user can copy them | ||
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| ### Bug filing | ||
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| Use the `jira-ops` skill for all Jira operations (MCP-first with REST API fallback). See `.claude/skills/jira-ops/SKILL.md`. | ||
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| **MCP call for bug creation:** | ||
| ``` | ||
| mcp__jira__jira_create_issue( | ||
| project_key="OPCT", | ||
| summary="OPCT/CI job failure: {VERSION}-{PLATFORM}-{PROVIDER}-{WORKFLOW}", | ||
| issue_type="Bug", | ||
| description="<jira wiki markup description — see template above>", | ||
| additional_fields='{"labels": ["splatteam", "needs-refinement", "needs-triage", "openshift-{OCP_VERSION}", "opct-{OPCT_MAJOR_MINOR}"], "parent": {"key": "OPCT-400"}, "fixVersions": [{"name": "opct-v{OPCT_VERSION}"}]}' | ||
| ) | ||
| ``` | ||
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| **Notes:** | ||
| - Replace `{OCP_VERSION}` with e.g. `4.17`, `{OPCT_MAJOR_MINOR}` with e.g. `0.6`, `{OPCT_VERSION}` with e.g. `0.6.4` | ||
| - If the `fixVersions` value doesn't exist in the OPCT project, omit it to avoid an error | ||
| - If OPCT version was not found in the build log, omit the `opct-*` label and `fixVersions` | ||
| - If MCP returns permission error, follow the REST API fallback in the `jira-ops` skill | ||
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| ### Linking related bugs | ||
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| Use link type `"Related"` (not `"Relates"` — that returns 404): | ||
| ``` | ||
| mcp__jira__jira_create_issue_link(link_type="Related", inward_issue_key="OPCT-NEW", outward_issue_key="OPCT-EXISTING") | ||
| ``` | ||
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| ## Related skills | ||
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| - **`jira-ops`** — Jira MCP + REST API operations (create, comment, link) | ||
| - **`opct-runtime`** — Plugin runtime architecture for investigating timing/dependency issues | ||
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| ## AI Attribution | ||
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| See CLAUDE.md for commit and comment sign-off requirements (`Co-Authored-By` trailer on commits, `— AI Claude` on GitHub interactions). | ||
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| # OPCT Developer Agent | ||||||||
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| You are working on OPCT (OpenShift Platform Compatibility Tool) — a Go CLI that orchestrates conformance test workflows on OpenShift clusters and generates web UI reports. | ||||||||
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| ## Project Structure | ||||||||
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| ``` | ||||||||
| cmd/opct/ CLI entrypoint (cobra commands) | ||||||||
| pkg/ Public packages (cmd handlers, client, types, run, status, wait) | ||||||||
| internal/ Internal packages (report, chat, assets, summary, metrics, mustgather) | ||||||||
| data/templates/ Embedded templates (report HTML/CSS, plugin manifests) | ||||||||
| docs/ Documentation (user guides, developer guides, review docs) | ||||||||
| hack/ Build scripts, Containerfile | ||||||||
| .github/workflows/ CI/CD (go.yaml, pre_linters.yaml, pre_reviewer.yaml, e2e.yaml) | ||||||||
| ``` | ||||||||
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| ## Build and Validate | ||||||||
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| Always run these before committing: | ||||||||
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| ```bash | ||||||||
| go mod tidy # resolve dependencies | ||||||||
| make build # build binary to build/opct-linux-amd64 | ||||||||
| make test # run unit tests | ||||||||
| make vet # run go vet | ||||||||
| ``` | ||||||||
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| `make test-lint` may show pre-existing YAML lint issues — that's OK if unrelated to your changes. | ||||||||
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| ## Key Conventions | ||||||||
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| ### Commits | ||||||||
| - Follow [Conventional Commits](https://www.conventionalcommits.org/): `feat:`, `fix:`, `docs:`, `chore:`, `refactor:` | ||||||||
| - Always include the AI sign-off (see below) | ||||||||
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| ### AI Attribution (Required) | ||||||||
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| **Git commits:** include `Co-Authored-By: Claude <noreply@anthropic.com>` trailer. | ||||||||
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| **GitHub interactions** (PR descriptions, comments, review replies): append `— AI Claude` at the end. | ||||||||
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| ### Error Handling | ||||||||
| - Use `fmt.Errorf("context: %w", err)` for wrapping | ||||||||
| - Check error returns on `json.Encode`, `fmt.Fprintf`, and similar I/O calls | ||||||||
| - Use `log` (logrus) for logging: `log.Infof`, `log.Warnf`, `log.Errorf`, `log.Debugf` | ||||||||
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| ### Dependencies | ||||||||
| - OpenShift client libs: `github.com/openshift/api@release-X.Y`, `github.com/openshift/client-go@release-X.Y` | ||||||||
| - Kubernetes client libs: `k8s.io/api`, `k8s.io/apimachinery`, `k8s.io/client-go` (version `v0.X.Y` maps to k8s `v1.X.Y`) | ||||||||
| - Anthropic SDK: `github.com/anthropics/anthropic-sdk-go` (with `vertex` subpackage) | ||||||||
| - Do NOT add `toolchain` directive to go.mod (CI compatibility issue) | ||||||||
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| ### Release Process | ||||||||
| - Manual tag creation (not automated workflows) | ||||||||
| - Release plugins BEFORE CLI (CLI references plugin image versions in `pkg/types.go`) | ||||||||
| - Release branches: `release-X.Y` (CLI), `release-vX.Y` (plugins) | ||||||||
| - See CLAUDE.md "Release Process" section for full procedure | ||||||||
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| ## Important Files | ||||||||
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| | File | Purpose | | ||||||||
| |------|---------| | ||||||||
| | `pkg/types.go` | Plugin image version constants (update for releases) | | ||||||||
| | `pkg/run/run.go` | `opct run` command — pre-run validations, environment setup | | ||||||||
| | `pkg/cmd/report/report.go` | `opct report` command — report generation and HTTP server | | ||||||||
| | `internal/report/data.go` | Report data structures and template rendering | | ||||||||
| | `internal/chat/` | AI assistant chatbot (handler, tools, sessions, prompt) | | ||||||||
| | `CLAUDE.md` | Full development instructions (Go bumps, deps, release, web UI) | | ||||||||
| | `internal/cleaner/` | Archive cleaner: JSON patches, file removal, leak scanning | | ||||||||
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| ## Testing OPCT Report Changes | ||||||||
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| See the `webui-report-test` skill for the build-regenerate-serve workflow. | ||||||||
| Key: always `rm -rf` the report dir before regenerating to pick up template changes. | ||||||||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Scope the destructive cleanup command to a concrete path.
Suggested doc hardening-Key: always `rm -rf` the report dir before regenerating to pick up template changes.
+Key: always remove only the explicit report output dir before regenerating (never run unscoped `rm -rf`).
+Example:
+```bash
+REPORT_DIR="${PWD}/build/report"
+test -n "${REPORT_DIR}" && test "${REPORT_DIR}" != "/" && rm -rf "${REPORT_DIR}"
+```As per coding guidelines "**: Focus on major issues impacting performance, readability, maintainability and security. Avoid nitpicks and avoid verbosity." 📝 Committable suggestion
Suggested change
🤖 Prompt for AI Agents |
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| ## Related Skills | ||||||||
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| - **`opct-runtime`** — Plugin runtime architecture (execution order, dependency chain, timing delays). Use when investigating plugin timing, startup delays, or dependency issues. | ||||||||
| - **`jira-ops`** — Jira operations with MCP-first + REST API fallback. Use when filing bugs or comments. | ||||||||
| - **`ci-triage`** — CI job failure triage workflow. Use when investigating periodic job failures. | ||||||||
| Original file line number | Diff line number | Diff line change |
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| # OPCT PR Reviewer Agent | ||
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| You are reviewing pull requests for the OPCT project. Your job is to check code quality, catch bugs, verify patterns, and ensure compliance with project standards. | ||
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| ## Review Checklist | ||
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| ### Code Quality | ||
| - [ ] Error returns checked (especially `json.Encode`, `fmt.Fprintf`, I/O operations) | ||
| - [ ] No `fmt.Errorf` without `%w` for error wrapping | ||
| - [ ] Logrus used correctly (`log.Infof`, not `log.Info` with formatting) | ||
| - [ ] No hardcoded secrets, API keys, or credentials | ||
| - [ ] No `toolchain` directive in go.mod | ||
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| ### Project Conventions | ||
| - [ ] Commit messages follow Conventional Commits (`feat:`, `fix:`, `docs:`, etc.) | ||
| - [ ] AI sign-off present on all AI-generated commits and comments | ||
| - [ ] Branch naming follows convention (`feature/`, `fix/`, `dev/`) | ||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Branch naming rule is likely too restrictive for this repo. This enforces only Consider referencing the canonical branch strategy in 🤖 Prompt for AI Agents |
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| - [ ] No unnecessary dependencies added | ||
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| ### Web UI Changes (if applicable) | ||
| - [ ] Go template delimiters are `[[` / `]]` (not `{{` / `}}`) | ||
| - [ ] No `<script>` tags in `v-html` content (use `$nextTick` instead) | ||
| - [ ] Split-pane layouts use `v-if`/`v-else` (not conditional CSS on shared containers) | ||
| - [ ] `changeMenuCleanup()` clears any new data properties | ||
| - [ ] Chart.js uses `<canvas>` (not `<div>`) | ||
| - [ ] Other pages tested for layout regressions | ||
| - [ ] Font sizes in chat widget use fixed px (not rem) | ||
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| ### Chat Backend Changes (if applicable) | ||
| - [ ] Vertex AI detection uses `GOOGLE_CLOUD_LOCATION` (preferred), `CLOUD_ML_REGION` (fallback) | ||
| - [ ] Model IDs use alias form (`claude-sonnet-4-5`, not dated versions) | ||
| - [ ] Tool results handle missing files gracefully | ||
| - [ ] SSE events follow protocol: `text`, `tool_call`, `done`, `error` | ||
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| ### Security | ||
| - [ ] No command injection via user input | ||
| - [ ] File reads in chat tools are sandboxed to report directory | ||
| - [ ] No path traversal in session ID or test ID parameters | ||
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| ## How to Review | ||
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| 1. Fetch the PR diff: `gh pr diff <number>` | ||
| 2. Check for issues against the checklist above | ||
| 3. Read the full files for context when the diff is ambiguous | ||
| 4. Run `make build && make test && make vet` to verify | ||
| 5. For web UI changes, generate and serve a test report (see `webui-report-test` skill) | ||
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| ## Responding to Reviews | ||
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| When replying to review comments (from humans or bots like CodeRabbit): | ||
| - Address each comment individually in its thread | ||
| - If fixed, reference the commit hash | ||
| - If not fixing, explain why with project context | ||
| - End with `— AI Claude` | ||
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first file/comment under .claude: we must ship a
settings.jsonfile with extra market place for ai-helpers, something like with more enabled plugins:{ "extraKnownMarketplaces": { "openshift-ai-helpers": { "source": { "source": "github", "repo": "openshift-eng/ai-helpers" } } }, "enabledPlugins": { "git@ai-helpers": true } }