log-review SKILL.md skillB

log-review from vzakharov/muthur is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vzakharov/muthur/log-review@git:20261014.0f16275

Pins git:20261014.0f16275 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
vzakharov/muthur
Path
.claude/skills/log-review/SKILL.md
Versions recorded
4
Latest version
git:20261014.0f16275, committed Oct 14, 2026
First version recorded
Aug 8, 2026
Size
5,174 bytes
Repository stars
22
License
MIT

STUB — not yet hydrated for this project. Read the deployed application's logs since the last review, report what they say about how it's actually being used, and triage what looks broken. Hydrate this file against the project's logging and hosting setup before invoking it.

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

> ⚠️ **STUB.** This skill has no working procedure yet. Before it can be
> invoked, fill in: where logs live and how to query them, how the review window
> is determined, and where triaged findings go. Delete this banner once you
> have.

## What this skill is for

Two different jobs that share one input:

- **A qualitative readout** — what are people actually doing with this thing?
  Which paths are hot, which features nobody touches, where do sessions end.
  This is the part that can't be replaced by an alert.
- **Health triage** — what's erroring, how often, and is it new.

Both come from the same log sweep, which is why they're one skill rather than
two.

## Concerns that hold regardless of stack

Each is something a hydrated version must handle.

### A window since the last run

Reviews cover a period, and the period has to start where the previous one
ended. Decide how that boundary is recorded (a timestamp in a tracked file, the
last review's issue, a cursor) — without it, every run either re-reports the
same week or silently skips days.

### Two outputs, kept apart

Don't fold the usage readout into the error list. They have different readers
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vzakharov/muthur/log-review@sha256:5052cef28c0eaf9d

The line at the top of this page pins the label git:20261014.0f16275, 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_7ddeu2ecdueu5yzv.svg)](https://markdownregistry.com/a/art_7ddeu2ecdueu5yzv)

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

Versions

The registry has recorded 4 versions of this file, between Aug 8, 2026 and Oct 14, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20261014.0f16275 latest2026-10-14 0f16275 5,174 BB view · diff
git:20261013.4e5c0412026-10-13 4e5c041 5,164 BB view · diff
git:20260811.1f42f0a2026-08-11 1f42f0a 5,210 BB view · diff
git:20260808.a6a63442026-08-08 a6a6344 2,522 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5174 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

vzakharov/muthur · 22 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7ddeu2ecdueu5yzv
GET https://markdownregistry.com/api/v1/resolve?ref=vzakharov/muthur/log-review
GET https://markdownregistry.com/api/v1/blob/5052cef28c0eaf9d726295149d173c54c4a25a2c26bc133f8edb531594833bd1

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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Every file in vzakharov/muthur

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