learn SKILL.md skillA
learn from chris-peterson/claudewatch is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chris-peterson/claudewatch/learn@git:20260927.75f4ab9Pins git:20260927.75f4ab9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chris-peterson/claudewatch
- Path
skills/learn/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260927.75f4ab9, committed Sep 27, 2026
- First version recorded
- Jun 30, 2026
- Size
- 9,019 bytes
- Repository stars
- 3
- License
- MIT
Analyze the ClaudeWatch decision log to find commands that repeatedly prompt, and propose allow-list entries and rule tweaks that cut prompt fatigue — reviewed as one batch, then reset the log.
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
# ClaudeWatch — learn
ClaudeWatch watches every command and records its decision; this skill is the
*learn* step that turns those recordings into suggestions. You vet a window's
worth of accumulated prompts once, as a batch, instead of pressing enter on
each one. It is the replacement for the generic transcript-scanning approach:
it works from the hook's own decisions, so it knows what ClaudeWatch allowed,
asked, and blocked — not just what looked read-only.
## 0. Prerequisite: a decision log to learn from
Logging is **on by default** — the hook writes to
`~/.claude/claudewatch/decisions.jsonl` unless `CLAUDEWATCH_LOG` is set to an
opt-out value (`off`, `0`, `false`, `none`, or empty). Each `Bash` record stores
the command *shape* (`git push`, not the full command with its arguments), never
the raw command, so inline secrets stay out of the plaintext log; the file is
owner-only (`0600`). Two states block a learn pass; distinguish them before doing
anything else.
First, check whether logging has been turned off:
```bash
echo "CLAUDEWATCH_LOG=[${CLAUDEWATCH_LOG:-<unset>}]"
```
- **`off` / `0` / `false` / `none` / empty** — logging is **disabled**. Warn the
…Read the whole file at its exact version.
How to install
mdr add chris-peterson/claudewatch/learn@sha256:fb75d45910d20a1bThe line at the top of this page pins the label git:20260927.75f4ab9, 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_5vvguzc2ttskcxjq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 30, 2026 and Sep 27, 2026, about one every 18 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.75f4ab9 latest | 2026-09-27 | 75f4ab9 | 9,019 B | A | view · diff |
| git:20260827.34d2077 | 2026-08-27 | 34d2077 | 8,209 B | A | view · diff |
| git:20260820.3125eb5 | 2026-08-20 | 3125eb5 | 7,950 B | A | view · diff |
| git:20260705.3262d6a | 2026-07-05 | 3262d6a | 7,735 B | A | view · diff |
| git:20260702.5fc47cc | 2026-07-02 | 5fc47cc | 7,633 B | A | view · diff |
| git:20260630.8f91666 | 2026-06-30 | 8f91666 | 7,647 B | B | 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 (9019 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
chris-peterson/claudewatch · 3 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5vvguzc2ttskcxjq GET https://markdownregistry.com/api/v1/resolve?ref=chris-peterson/claudewatch/learn GET https://markdownregistry.com/api/v1/blob/fb75d45910d20a1b3c4c42acfe7882b4d95d138192bb41df091e65821e907fd0
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 chris-peterson/claudewatch
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