Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Briarwood's diagnostic-driven iteration loop. Use when the user wants to execute a multi-cycle improvement pass with measurement at the end (e.g., "execute Cycles K''/K'''/M'/O", "ship the followup 1 stack", "run the next §3.11 cycle"). Encodes the proven workflow from the 2026-05-03 session that shipped 30 commits and dropped buglossrate 79.5% → 69.9%. Trigger when the user references a NEXTCYCLESHANDOFF doc, asks to execute a roadmap cycle, or asks to follow up on a measurement that surfaced specific failure modes.
Quick start
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Review, license & listing details
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About scan coverage and limitationsAbout this listing
- Category
- Product & design
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.