Implement CloudDistiller for processing Docker, Kubernetes, Terraform, Helm, and AWS outputs

[fajarhide]

PR Auto Describe

Summary

This major update for the Omni CLI adds specialized output parsing for cloud, adds standardized CLI output filtering for 12+ dev tools, JS/TS, and system commands, revamps the stats reporting CLI, consolidates GitHub CI workflows for faster, more reliable runs, and adds session-aware toolchain processing. It also configures the AI PR Describer GitHub Action for automated PR summaries.

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Key Changes

• GitHub Workflows: Updated AI PR Describer action, consolidated CI jobs with concurrency cancellation
• Filters: Added 12+ pre-built output filters to clean up noisy CLI tool output
• Core Pipeline: Updated distiller trait for session-aware processing, added automatic toolchain detection
• New Features: Added 3 new specialized distiller modules for cloud, JS/TS, and system command outputs
• CLI Overhaul: Rewrote omni stats with 4 distinct reporting modes and improved formatted output

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Detailed Breakdown

GitHub Workflows

1. AI PR Describer: Expanded trigger events to opened/synchronize/labeled/reopened, bumped action to v1.1.3, enabled auto-updates
2. CI Overhaul: Consolidated former fmt/clippy/test/security/binary-check jobs into a single canonical make ci Ubuntu job, added concurrency grouping to cancel in-progress runs, restricted workflow permissions, split cross-platform Windows/macOS tests into a fail-fast matrix

CLI Output Filters

Added 12 new validated filter profiles in filters/ for common dev tools: Black, Bun, Cypress, .NET, golangci-lint, Jest, mypy, PHPUnit, Playwright, pnpm, Prisma, and Ruff. Each filter strips non-critical noise (progress bars, success banners, dependency logs) while preserving errors, warnings, and critical summaries, with included test cases for valid behavior. The existing phpunit.toml was also updated to improve filtering logic.

Core Pipeline & Distillers

1. Updated the Distiller trait to add an optional SessionState parameter to the distill method
2. Updated all existing internal distiller implementations to match the new trait signature
3. Fixed bench benchmark calls to pass the required new session parameter (None for bench contexts)
4. Added automatic toolchain detection in session_start.rs for JS/Rust/Python based on working directory, stored in session state
5. Updated post_tool.rs to pass session state to distiller calls

New Distillers

Added 3 full specialized distiller modules:

1. Cloud: Parses docker, k8s, terraform, helm, and AWS CLI output with error highlighting and summary reporting
2. JS/TS: Parses vitest, tsc, eslint, playwright, and prettier output, with session-aware noise filtering for package manager logs
3. System Ops: Parses ls, grep, find, tree, and env output, with automatic sensitive data redaction for env variables

CLI Stats Rewrite

1. Completely rewrote src/cli/stats.rs with 4 operational modes:
   • Default: High-level savings summary across time periods
   • Detail: Full command-by-command breakdown with latency and session insights
   • By-Type: Content type mapping and savings statistics
   • JSON: Machine-readable output for CI/CD integration
2. Added new helper functions for formatting bytes/tokens, progress bars, truncated command lists, and section separators
3. Updated all existing tests and added new test cases for the revised command structure
4. Improved terminal output with colored formatting, progress bars, and better readability

Documentation & Tests

1. Updated docs/DEVELOPMENT.md to reflect the new CI workflow and local run instructions
2. Added comprehensive snapshot tests for all new distillers
3. Updated existing test suites to match revised code signatures

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Notes

• All new distillers include comprehensive snapshot tests for common command outputs
• Session-aware toolchain detection automatically filters out noisy package manager logs for JS/TS workflows
• Consolidated CI jobs keep local and hosted CI runs perfectly aligned via the project Makefile

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Breaking Changes

1. Distiller Trait API: The Distiller::distill method now accepts an optional SessionState parameter, which will break external custom Distiller implementations
2. CLI Stats Command: Removed legacy --passthrough and --session flags, replaced with new --detail, --by-type, and --json modes; output format has been completely revised
3. CI Workflows: Local CI runs must now use make ci instead of individual cargo commands like cargo fmt --check