analyze-project SKILL.md skillA
analyze-project from ghosteken/agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ghosteken/agent-harness/analyze-project@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ghosteken/agent-harness
- Path
archive/skills-community/analyze-project/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 21, 2026
- Size
- 12,741 bytes
- Repository stars
- 4
- License
- MIT
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# /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 …
Read the whole file at its exact version.
How to install
mdr add ghosteken/agent-harness/analyze-project@sha256:02324733ed1b4e90The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jrzw6qvhpltixxbl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12741 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ghosteken/agent-harness · 4 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jrzw6qvhpltixxbl GET https://markdownregistry.com/api/v1/resolve?ref=ghosteken/agent-harness/analyze-project GET https://markdownregistry.com/api/v1/blob/02324733ed1b4e9091419d8f1979db689b49a109f16d268628d025df441b59a1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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