phrase-judge SKILL.md skillA
phrase-judge from edbertchan/catstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add edbertchan/catstack/phrase-judge@git:20260915.162059aPins git:20260915.162059a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- edbertchan/catstack
- Path
engine/skills/phrase-judge/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260915.162059a, committed Sep 15, 2026
- First version recorded
- Sep 12, 2026
- Size
- 1,624 bytes
- Repository stars
- 6
- License
- none declared
Use when writing, fixing, or working around any checker, gate, or lint, in any repo, that decides based on what a text means.
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
# Phrase Judge Use a phrase dictionary for any checker whose decision depends on the meaning of prose. A checker declares that meaning in `engine/hooks/llm-judge/phrases/<checker>.json`, then builds an llm-judge job from that dictionary instead of owning its own prompt text. Seed `match` and `not_match` with real pasted texts. When the checker misses a reworded case, add that text to `match`. When it fires on harmless text, quoted text, or negated text, add that text to `not_match`. Grow the dictionary from real misses instead of writing a regex. Use regex only for parsing fixed machine formats such as JSON fields, command output labels, or file paths. Do not use a regex to decide whether free-form prose means the checker's condition. This holds in every repo, including checkers this repo does not own. When a word or pattern list decides meaning, replace the decision: never trim, extend, or reword around the list. Decide from typed inputs when they exist — declared file lists, JSON fields, exit codes — as in Alexis King, [Parse, don't validate](https://lexi-lambda.github.io/blog/2019/11/05/parse-don-t-validate/) …
Read the whole file at its exact version.
How to install
mdr add edbertchan/catstack/phrase-judge@sha256:d0692d55dacb790cThe line at the top of this page pins the label git:20260915.162059a, 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_gismconpmhznxxt2)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 12, 2026 and Sep 15, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260915.162059a latest | 2026-09-15 | 162059a | 1,624 B | A | view · diff |
| git:20260912.206984f | 2026-09-12 | 206984f | 1,039 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 (1624 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
edbertchan/catstack · 6 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gismconpmhznxxt2 GET https://markdownregistry.com/api/v1/resolve?ref=edbertchan/catstack/phrase-judge GET https://markdownregistry.com/api/v1/blob/d0692d55dacb790cf9c15afea088c2bb3932be14520ec56cdc78b7b8a5ae563b
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.