generic-kb-toolkit-audit SKILL.md skillA
generic-kb-toolkit-audit from smars-bin-hu/copilot-agentic-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add smars-bin-hu/copilot-agentic-harness/generic-kb-toolkit-audit@git:20261102.72564acPins git:20261102.72564ac in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- smars-bin-hu/copilot-agentic-harness
- Path
.github/skills/generic-kb-toolkit-audit/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261102.72564ac, committed Nov 2, 2026
- First version recorded
- Oct 19, 2026
- Size
- 6,260 bytes
- Repository stars
- 3
- License
- Apache-2.0
Measure how right the repository map is before anything is learned from it: kb audit picks a sample of objects of every type, you read their code blind and write down every use with its line, and the script scores the map per type (recall and precision) and lists every difference; the result is kept as toolkit/audit.md. Use after a toolkit is built or changed, before learning a domain, or when the user asks whether the map can be trusted. Keywords: audit map, check toolkit, map accuracy…
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
# Audit the repository map `facts.jsonl` checks the 5 to 10 uses a person knew. That shows the toolkit can find a use, not that it finds them all, or that what it finds is there. This audit measures both, per type: of the uses the code has, how many the map has (recall); of the uses the map has, how many the code has (precision). Every difference is listed with its line, so the toolkit can be fixed from real examples. ## When to Use This Skill - A toolkit was just built (`/generic-kb-toolkit-build`) or changed. - Before the first domain is learned (`generic-kb-learn-plan`), when the knowledge base has no `toolkit/audit.md`, or the toolkit changed after it. - The user asks whether the map can be trusted. **Who starts it: offer.** Say in two lines that you read a sample of objects blind and a script scores the map, about 20 to 40 objects, and that it writes `toolkit/audit.md` through a write-back. Go on after a yes. Asked for by name: go on. ## Prerequisites - `harness kb map` is fresh and its `facts` all pass. - A task of kind `kb` (`harness-my-task`). ## Step-by-Step Workflows …
Read the whole file at its exact version.
How to install
mdr add smars-bin-hu/copilot-agentic-harness/generic-kb-toolkit-audit@sha256:9f4d08971d0af15dThe line at the top of this page pins the label git:20261102.72564ac, 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_2ehur7wtok43qa3a)
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Versions
The registry has recorded 5 versions of this file, between Oct 19, 2026 and Nov 2, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.72564ac latest | 2026-11-02 | 72564ac | 6,260 B | A | view · diff |
| git:20261102.d95f023 | 2026-11-02 | d95f023 | 6,243 B | A | view · diff |
| git:20261102.bf6875d | 2026-11-02 | bf6875d | 6,192 B | A | view · diff |
| git:20261019.af67676 | 2026-10-19 | af67676 | 6,110 B | A | view · diff |
| git:20261019.2bc00c0 | 2026-10-19 | 2bc00c0 | 5,526 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 (6260 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
smars-bin-hu/copilot-agentic-harness · 3 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2ehur7wtok43qa3a GET https://markdownregistry.com/api/v1/resolve?ref=smars-bin-hu/copilot-agentic-harness/generic-kb-toolkit-audit GET https://markdownregistry.com/api/v1/blob/9f4d08971d0af15db9f8592d101434e9a30ae3194d8d77b77270f7bf69ad8ba2
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.