review-sessions SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.

review-sessions from phmatray/tagout is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add phmatray/tagout/review-sessions@git:20261028.00b3111

Pins git:20261028.00b3111 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
phmatray/tagout
Path
plugins/tagout/skills/review-sessions/SKILL.md
Versions recorded
5
Latest version
git:20261028.00b3111, committed Oct 28, 2026
First version recorded
Sep 15, 2026
Size
15,895 bytes
Repository stars
4
License
MIT

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…

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

# 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

The exact contents, by fingerprint
mdr add phmatray/tagout/review-sessions@sha256:c3d88af73c740861

The line at the top of this page pins the label git:20261028.00b3111, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_eznlp5rymszt7wnq.svg)](https://markdownregistry.com/a/art_eznlp5rymszt7wnq)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 15, 2026 and Oct 28, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261028.00b3111 latest2026-10-28 00b3111 15,895 BA view · diff
git:20261028.7589fac2026-10-28 7589fac 15,396 BA view · diff
git:20261028.b4e7f542026-10-28 b4e7f54 15,202 BA view · diff
git:20261010.94852052026-10-10 9485205 14,258 BA view · diff
git:20260915.96b47312026-09-15 96b4731 14,266 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (15895 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 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eznlp5rymszt7wnq
GET https://markdownregistry.com/api/v1/resolve?ref=phmatray/tagout/review-sessions
GET https://markdownregistry.com/api/v1/blob/c3d88af73c740861af3db1914a141ecc7dd3415cecc68f112bc7d68a13fd8a94

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.

More from phmatray/tagout

CLAUDE.md@.claude CLAUDE.md file
phmatray/tagout · .claude/CLAUDE.md
git:20260915.96b4731 · audit A · 4 stars
tagout Cursor rule
phmatray/tagout · .cursor/rules/tagout.mdc · Tagout — which kit skill to use, how to load it, and its MCP servers
git:20261010.9485205 · audit A · 4 stars
AGENTS.md AGENTS.md file
phmatray/tagout · AGENTS.md
git:20261010.9485205 · audit A · 4 stars
DESIGN.md DESIGN.md file
phmatray/tagout · DESIGN.md · A gate that refuses by name is a lock-out tag hung on the machine; the docs site is that tag.
git:20260914.a9bc0b6 · audit A · 4 stars
AGENTS.md@plugins/tagout-migrate AGENTS.md file
phmatray/tagout · plugins/tagout-migrate/AGENTS.md
git:20261010.9485205 · audit A · 4 stars
migrate-legacy SKILL.md skill
phmatray/tagout · plugins/tagout-migrate/skills/migrate-legacy/SKILL.md · Use when upgrading, migrating, or modernizing a legacy application — outdated target framework, out-of-support runtime…
git:20260915.96b4731 · audit A · 4 stars
review-followups SKILL.md skill
phmatray/tagout · plugins/tagout-migrate/skills/review-followups/SKILL.md · Consolide et met à jour les suivis ouverts des migrations (next_steps/deferred des migration/report.json + backlog du…
git:20261010.9485205 · audit A · 4 stars
AGENTS.md@plugins/tagout AGENTS.md file
phmatray/tagout · plugins/tagout/AGENTS.md
git:20261010.9485205 · audit A · 4 stars
auto-dev SKILL.md skill
phmatray/tagout · plugins/tagout/skills/auto-dev/SKILL.md · Burn down a GitHub issue backlog hands-off with a FLEET of N parallel workers — each drives one issue through…
git:20261010.9485205 · audit A · 4 stars
create-issue SKILL.md skill
phmatray/tagout · plugins/tagout/skills/create-issue/SKILL.md · Create a fully-seeded GitHub issue — not a bare `issue-create` call: template-compliant, carrying a brainstorm → spec →…
git:20261010.9485205 · audit A · 4 stars
create-pr SKILL.md skill
phmatray/tagout · plugins/tagout/skills/create-pr/SKILL.md · Open a pull request for a finished feature branch — or a fix left on the default branch itself (debug-issue's…
git:20261010.9485205 · audit A · 4 stars
debug-issue SKILL.md skill
phmatray/tagout · plugins/tagout/skills/debug-issue/SKILL.md · Use the moment a user reports something broken or behaving unexpectedly — a bug, failing or flaky test, crash…
git:20260926.f1d668c · audit A · 4 stars

Every file in phmatray/tagout

Other files named review-sessions

review-sessions SKILL.md skill
phmatray/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:20261028.00b3111 · audit A · 4 stars
review-sessions SKILL.md 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:20261028.00b3111 · audit A · 4 stars
review-sessions SKILL.md 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:20261028.00b3111 · audit A · 4 stars

Browse by kind, by grade A, or by owner.