analyze-project
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.
npx skills add majiayu000/claude-skill-registry --skill analyze-project --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# /analyze-project — Root Cause Analyst Workflow Analyze AI-assisted coding sessions in `~/.gemini/antigravity/brain/` and produce a report that explains not just **what happened**, but **why it happened**, **who/what caused it**, and **what should change next time**. ## Goal For each session, determine: 1. What changed from the initial ask to the final executed work 2. Whether the main cause was: - user/spec - agent - repo/codebase - validation/testing - legitimate task complexity 3. Whether the opening prompt was sufficient 4. Which files/subsystems repeatedly correlate with struggle 5. What changes would most improve future sessions ## 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. ## Global Rules - Treat `.resolved.N` counts as **iteration signals**, not proof of failure - Separate **human-added scope**, **necessary discovered scope**, and **agent-introduced scope** - Separate
- Goal
- When to Use
- Global Rules
- Step 0.5: Session Intent Classification
- Step 1: Discover Conversations
- Step 2: Extract Session Evidence
- Core artifacts
- Metadata
- Version snapshots
- Additional signals
- Step 3: Prompt Sufficiency
- Step 4: Scope Change Classification
- Step 5: Rework Shape
- Step 6: Root Cause Analysis
What does the analyze-project skill do?
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill analyze-project --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.