dev-context-code-graph SKILL.md skillA
dev-context-code-graph from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/dev-context-code-graph@git:20261005.5db538cPins git:20261005.5db538c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/dev-context-code-graph/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261005.5db538c, committed Oct 5, 2026
- Size
- 14,421 bytes
- Repository stars
- 101
- License
- MIT
Builds per-repo code graphs in JSON and markdown-ready derived artifacts. Use when you need blast radius, symbol-level maps, import graphs, inheritance, or test links.
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
# Code Graph Build a deterministic, machine-readable code graph for a single repository. Treat the graph as a machine-readable substrate for an LLM-maintained repo wiki or context hub, not just a terminal-only report. This skill mirrors the `dev-context-multi-repo` artifact workflow, but works at file and symbol level instead of portfolio level. Use this skill when you need: - a committable `graphs/code-graph.json` artifact - file and symbol maps for one repo - import, call, inheritance, and test-link analysis - graph-theory review signals such as articulation points, bridges, cycles, topological order, and alternate paths - blast radius and minimal review context for changed files or symbols - budget-bounded context retrieval around 1–3 hot symbols via Personalized PageRank - a grounded repo description or module description generated from graph data instead of ad hoc codebase prose Do not use this skill for: - portfolio-wide repo discovery or cross-repo system maps - architecture or migration planning across many repos - prose documentation cleanup without graph generation Use related skills instead: …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/dev-context-code-graph@sha256:0d4be57ae0882485The line at the top of this page pins the label git:20261005.5db538c, 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_sdb3pp5akenkb7sr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 2026.
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 (14421 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sdb3pp5akenkb7sr GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/dev-context-code-graph GET https://markdownregistry.com/api/v1/blob/0d4be57ae088248526681a357f62bbc848196690ff4d9710e08dca85cfbdbdd0
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.