codebase-context-generator SKILL.md skillA
codebase-context-generator from larchanka/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add larchanka/skills/codebase-context-generator@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- larchanka/skills
- Path
codebase-context-generator/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 25, 2026
- Size
- 8,558 bytes
- Repository stars
- 50
- License
- MIT
Generates comprehensive AI context, AGENTS.md, and structured documentation in a context/ directory for any brownfield codebase using Tree-sitter AST extraction, dependency analysis, predefined python scripts, and orchestrated subagents.
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
# Codebase Context Generator
This skill transforms any brownfield or non-AI-adapted codebase into an AI-ready repository. It generates:
1. **`AGENTS.md`**: The primary operational instruction manual for AI agents operating in the repository.
2. **`context/`**: A structured documentation directory detailing architecture, modules, dependencies, and engineering conventions.
The skill combines deterministic Tree-sitter AST parsing via predefined Python scripts with semantic multi-agent synthesis to produce accurate, information-dense documentation without blowing token budgets.
```mermaid
flowchart TD
TargetRepo["Target Codebase"] --> Phase1["Phase 1: Deterministic AST & Graph Extraction<br/>(ast_scanner.py, dependency_graph.py, symbol_graph.py)"]
Phase1 --> Cache[".context_cache/<br/>ast_manifest.json, dependency_graph.json, symbol_graph.json"]
Phase1 --> SigDoc["context/signatures.md<br/>(Full function signatures & argument types)"]
Cache --> Phase2["Phase 2: Environment & Commands Discovery<br/>(Subagent: repo-inspector)"]
Cache --> Phase3["Phase 3: Domain & Architecture Analysis<br/>(Subagent: domain-architect)"]
…Read the whole file at its exact version.
How to install
mdr add larchanka/skills/codebase-context-generator@sha256:024fe3a7bd1a5d39The line at the top of this page pins the label v1.0.0, 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_jyvmlg5mzgjovsbu)
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Versions
The registry has recorded 1 version of this file, committed on Oct 25, 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 (8558 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
larchanka/skills · 50 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jyvmlg5mzgjovsbu GET https://markdownregistry.com/api/v1/resolve?ref=larchanka/skills/codebase-context-generator GET https://markdownregistry.com/api/v1/blob/024fe3a7bd1a5d3906a9a3870b8f9bb61b8ff7edb9bed145d88ccfc52b92748d
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.