bjcoombs/ai-native-toolkit · skills/assess/SKILL.md

assess skillA

assess is agent-read markdown (skill) from bjcoombs/ai-native-toolkit: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add bjcoombs/ai-native-toolkit/assess@git:20260914.57704bd
Exact content
mdr add bjcoombs/ai-native-toolkit/assess@sha256:2f9a4c9b82749b5f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hay4weru4pdcvqef.svg)](https://markdownregistry.com/a/art_hay4weru4pdcvqef)

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Versions

versioncommittedcommitsizeaudit
git:20260914.57704bd latest2026-09-14 57704bd 49,987 BA view · diff
git:20260707.8c950122026-07-07 8c95012 49,385 BA view · diff
git:20260707.c44e0392026-07-07 c44e039 48,927 BA view · diff
git:20260707.1abc88d2026-07-07 1abc88d 48,299 BA view · diff
git:20260707.6012fa22026-07-07 6012fa2 48,102 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (49987 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

GitHub

bjcoombs/ai-native-toolkit · 30 stars · license Apache-2.0 · pushed 2026-09-14 · 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/2f9a4c9b82749b5f3bded3c2192eca932529a06cb4d0485a1a55a1d74e036b36