assess SKILL.md skillA
assess from bjcoombs/ai-native-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bjcoombs/ai-native-toolkit/assess@git:20261011.6157131Pins git:20261011.6157131 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bjcoombs/ai-native-toolkit
- Path
skills/assess/SKILL.md- Versions recorded
- 17
- Latest version
- git:20261011.6157131, committed Oct 11, 2026
- First version recorded
- Jul 7, 2026
- Size
- 57,582 bytes
- Repository stars
- 32
- License
- Apache-2.0
Assess a codebase's readiness for AI agent contributors using the layered contract model, and generate a complexity hotspot SVG treemap (size = LOC, hue = cyclomatic complexity, saturation = recent git churn). TRIGGER when the user types /assess, asks for an AI-readiness review, wants a complexity heatmap or hotspot map, asks 'how complex is this code?', wants migration risk triage, or asks for a codebase snapshot/report. Produces an MD report + SVG that can be opened as a PR in the target repo.
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
# AI Readiness Assessment + Complexity Hotspot Three artefacts in one pass against a target repo: 1. **Layered contract assessment** - 0-8 score across navigability, runtime liveness, code design, linters, architecture tests, CI, coverage, review bots, and AI project management. 2. **Complexity hotspot SVG** - Codecov-style treemap of the code. Size = LOC. Colour = cyclomatic complexity. Saturation = recent git churn. Vivid red = complex AND active = riskiest to change. 3. **Doc navigability SVG** - a node-graph of the docs. Structure = connectivity (centre = entry, rim = unreachable, dashed ring = orphan, solid edge = link, dotted edge = reference); colour = staleness (vivid red = a frozen doc beside churning code = a *lying map*); size = file length. Folds navigability and the decaying-map signal into one artifact. Both SVGs are colour-blind-safe by default (OrRd ramp, no red-green). All land as files inside the target repo. The skill always writes them locally; after writing, **ask the user** whether to open a PR in the target repo with the artefacts. ## The model: truth-pressure, not presence …
Read the whole file at its exact version.
How to install
mdr add bjcoombs/ai-native-toolkit/assess@sha256:2bbf18005686e70eThe line at the top of this page pins the label git:20261011.6157131, 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_hay4weru4pdcvqef)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Jul 7, 2026 and Oct 11, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.6157131 latest | 2026-10-11 | 6157131 | 57,582 B | A | view · diff |
| git:20261009.c6741c0 | 2026-10-09 | c6741c0 | 57,190 B | A | view · diff |
| git:20261008.11a01e8 | 2026-10-08 | 11a01e8 | 56,707 B | A | view · diff |
| git:20261008.b90b7e5 | 2026-10-08 | b90b7e5 | 56,081 B | A | view · diff |
| git:20261008.163f9d9 | 2026-10-08 | 163f9d9 | 55,106 B | A | view · diff |
| git:20261008.d536c15 | 2026-10-08 | d536c15 | 54,560 B | A | view · diff |
| git:20260920.4c681ce | 2026-09-20 | 4c681ce | 52,767 B | A | view · diff |
| git:20260919.492572b | 2026-09-19 | 492572b | 52,668 B | A | view · diff |
| git:20260919.77ff052 | 2026-09-19 | 77ff052 | 54,132 B | A | view · diff |
| git:20260919.cd810c6 | 2026-09-19 | cd810c6 | 53,875 B | A | view · diff |
| git:20260919.e6c2b73 | 2026-09-19 | e6c2b73 | 53,510 B | A | view · diff |
| git:20260919.733d4e2 | 2026-09-19 | 733d4e2 | 52,947 B | A | view · diff |
| git:20260914.57704bd | 2026-09-14 | 57704bd | 49,987 B | A | view · diff |
| git:20260707.8c95012 | 2026-07-07 | 8c95012 | 49,385 B | A | view · diff |
| git:20260707.c44e039 | 2026-07-07 | c44e039 | 48,927 B | A | view · diff |
| git:20260707.1abc88d | 2026-07-07 | 1abc88d | 48,299 B | A | view · diff |
| git:20260707.6012fa2 | 2026-07-07 | 6012fa2 | 48,102 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 (57582 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
bjcoombs/ai-native-toolkit · 32 stars · license Apache-2.0 · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hay4weru4pdcvqef GET https://markdownregistry.com/api/v1/resolve?ref=bjcoombs/ai-native-toolkit/assess GET https://markdownregistry.com/api/v1/blob/2bbf18005686e70e9ef5789b35c2dbfda1d98dd9415fc44e26003e4961bb0509
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 bjcoombs/ai-native-toolkit
Every file in bjcoombs/ai-native-toolkit