session-review SKILL.md skillA
session-review from awrshift/agent-memory-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add awrshift/agent-memory-kit/session-review@git:20260818.a8b21c0Pins git:20260818.a8b21c0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- awrshift/agent-memory-kit
- Path
plugins/memory-kit/skills/session-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260818.a8b21c0, committed Aug 18, 2026
- First version recorded
- Aug 17, 2026
- Size
- 5,576 bytes
- Repository stars
- 34
- License
- MIT
End-of-session adversarial review loop. Assemble the session's work into a role-assigned, self-contained brief, then run independent reviewers in parallel — an isolated code-reader (the idea-validator agent) that reads the ACTUAL files and web-checks technology currency, plus an external-family model if you have one — synthesize where they agree vs diverge, apply the cheap-safe fixes immediately, record a measurable plan for the rest, and CHALLENGE reviewer claims you disagree with…
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
# Session Review — the adversarial closing loop
Stress-test a session's work **before it sets**, using reviewers who don't share your blind
spots. You wrote the work, so you are the worst person to spot what you assumed. The loop ends
in *action*: cheap-safe fixes applied immediately, the rest recorded as a measurable plan, and
anything you disagree with explicitly challenged — not silently accepted, not silently dropped.
Invocation is usually EXPLICIT (`/session-review`) — "review" is something the agent does
natively, so don't expect auto-triggering; invoke it by name at session close.
## The loop
### 1. Assemble the brief (the load-bearing step)
Write ONE self-contained markdown brief (e.g. to `/tmp/<repo>-session-review.md`). It is the
only context the reviewers get. It must contain:
- **An assigned role** that fits the work ("Principal Engineer" for a feature slice, "Security
reviewer" for auth work) — the role is the lens.
- **Project context** a stranger can follow, **the session goal**, and **what was built**, with
concrete file:line references.
- **The specific decision points you most want challenged** — and for anything that turns on
…Read the whole file at its exact version.
How to install
mdr add awrshift/agent-memory-kit/session-review@sha256:29853e51633e3f19The line at the top of this page pins the label git:20260818.a8b21c0, 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_ijfwvikzou6k3rsu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 17, 2026 and Aug 18, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260818.a8b21c0 latest | 2026-08-18 | a8b21c0 | 5,576 B | A | view · diff |
| git:20260817.151bbe1 | 2026-08-17 | 151bbe1 | 5,129 B | A | view |
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 (5576 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
awrshift/agent-memory-kit · 34 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ijfwvikzou6k3rsu GET https://markdownregistry.com/api/v1/resolve?ref=awrshift/agent-memory-kit/session-review GET https://markdownregistry.com/api/v1/blob/29853e51633e3f19eef452e67106073cb61807182281ef2d66775532da25373f
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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