domains / families / software-engineering / analyze-project

analyze-project

separate

Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.

When to use

• You need a postmortem on AI-assisted coding sessions, especially when scope drift or repeated rework occurred.
• You want root-cause analysis that separates user/spec issues from agent mistakes, repo friction, or validation gaps.
• You need evidence-backed recommendations for improving future prompts, repo health, or delivery workflows.

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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