Home / phmatray / tagout · skills/review-sessions/SKILL.md · GitHub

review-sessions skillA

This file is byte-identical to the first copy the registry indexed, one of 4 copies on public GitHub. Same content hash, same audit grade.

review-sessions is agent-read markdown (skill) from phmatray/tagout: Read the transcripts of PREVIOUS sessions and pull out the failures the kit itself caused — errors on kit scripts, gate denials, workers that died waiting, red kit suites — then cluster them by root cause, drop what main already fixed, and file what earns an issue through create-issue. Use when the user asks what went wrong in past runs: "review my previous sessions", "what went wrong in my last runs", "learn from the transcripts", « analyse mes sessions précédentes », « qu'est-ce qui a foiré da.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Review the sessions — the kit's own failures, out of the transcripts

## What this does

Every session Claude Code runs leaves a transcript under `~/.claude/projects/<encoded-cwd>/`, and
the kit's failures are written into it in fixed shapes: a `tool_result` flagged `is_error` on a
kit script, a hook's deny reason, a worker's final `STATUS: BLOCKED` line, an assistant turn that
ends on *"I'll pause here and wait for"*, the harness's *no visible output* nudge. Until this skill,
a human read those by hand — every defect the kit fixed in 2026-08 was found that way, days after
the evidence had been on disk.

This skill reads them mechanically and judges them deliberately:

1. **Harvest** — [`scripts/harvest.py`](scripts/harvest.py) walks the transcripts (top-level
   sessions and every sub-agent layout) and emits one record per signal, attributed to the kit
   skill active at that point. Deterministic, read-only, pinned by `tests/review-sessions/test.sh`.
2. **Cluster** — records become clusters by root cause, each tagged with a category from
   [`../auto-dev/references/retro-taxonomy.md`](../auto-dev/references/retro-taxonomy.md).
…

Read the whole file at its exact version.

How to install

Latest version
mdr add phmatray/tagout/review-sessions@git:20260914.a9bc0b6
Exact content
mdr add phmatray/tagout/review-sessions@sha256:78f60ad5767b5068

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kftjqxk3ieoot4wx.svg)](https://markdownregistry.com/a/art_kftjqxk3ieoot4wx)

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Versions

versioncommittedcommitsizeaudit
git:20260914.a9bc0b6 latest2026-09-14 a9bc0b6 14,266 BA view · diff
git:20260905.fff03f32026-09-05 fff03f3 14,276 BA view · diff
git:20260902.9954d862026-09-02 9954d86 14,191 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14266 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

GitHub

phmatray/tagout · 4 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kftjqxk3ieoot4wx
GET https://markdownregistry.com/api/v1/resolve?ref=phmatray/tagout/review-sessions
GET https://markdownregistry.com/api/v1/blob/78f60ad5767b506821df9924fd41c553f773c089034265f6ee8665bba6a38374

Your agent 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.

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Every file in phmatray/tagout

Other files named review-sessions

review-sessions skill
phmatray/tagout · plugins/tagout/skills/review-sessions/SKILL.md · Read the transcripts of PREVIOUS sessions and pull out the failures the kit itself caused — errors on kit scripts, gate…
git:20260915.96b4731 · audit A · 4 stars
review-sessions skill
phmatray/ai-migration-kit · skills/review-sessions/SKILL.md · Read the transcripts of PREVIOUS sessions and pull out the failures the kit itself caused — errors on kit scripts, gate…
git:20260914.a9bc0b6 · audit A · 4 stars
review-sessions skill
phmatray/ai-migration-kit · plugins/tagout/skills/review-sessions/SKILL.md · Read the transcripts of PREVIOUS sessions and pull out the failures the kit itself caused — errors on kit scripts, gate…
git:20260915.96b4731 · audit A · 4 stars

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