Agent skill · Audited from source

read-github

skill · am-will/codex-skillsLicence not declaredAudited 29 Oct 2026 · source 31eb89d791f0

★ 1,041pushed 106 days ago
✓SAFEGrade B · 89/100 · 29 Oct 2026 · 31eb89d
1,041repo stars · whole am-will/codex-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 31eb89d791f0 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Read and search GitHub repository documentation via gitmcp.io MCP service.

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Cite this page

ModelsAtlas. “read-github (am-will/codex-skills)”. Retrieved 29 Oct 2026. https://modelsatlas.com/skills/am-will/read-github

Trust audit

Audit 0.4.1 · source read 29 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (1)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence

Audit 0.4.1 · source sha 31eb89d791f0 · 29 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisheram-will GitHub userOwner of the repository this skill is read from
  • Source folderam-will/codex-skills/skills/read-githubThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict31eb89d791f0A new audit runs when the source changes
  • Repository statusNot archivedLast push 106 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Read and search GitHub repository documentation via gitmcp.io MCP service.

---
name: read-github
description: |
  Read and search GitHub repository documentation via gitmcp.io MCP service.

  **WHEN TO USE:**
  - User provides a GitHub URL
  - User mentions a specific repo in owner/repo format
  - User asks "what does this repo do?", "read the docs for X repo", or similar
  - User wants to search code or docs within a repo
---

# Read GitHub Docs

Access GitHub repository documentation and code via the gitmcp.io MCP service.

## URL Conversion

Convert GitHub URLs to gitmcp.io:
- `github.com/owner/repo` → `gitmcp.io/owner/repo`
- `https://github.com/karpathy/llm-council` → `https://gitmcp.io/karpathy/llm-council`

## CLI Usage

The `scripts/gitmcp.py` script provides CLI access to repository docs.

### List Available Tools

```bash
python3 scripts/gitmcp.py list-tools owner/repo
```

### Fetch Documentation

Retrieves the full documentation file (README, docs, etc.):

```bash
python3 scripts/gitmcp.py fetch-docs owner/repo
```

### Search Documentation

Semantic search within repository documentation:

```bash
python3 scripts/gitmcp.py search-docs owner/repo "query"
```

### Search Code

Search code using GitHub Search API (exact match):

```bash
python3 scripts/gitmcp.py search-code owner/repo "function_name"
```

### Fetch Referenced URL

Fetch content from URLs mentioned in documentation:

```bash
python3 scripts/gitmcp.py fetch-url owner/repo "https://example.com/doc"
```

### Direct Tool Call

Call any MCP tool directly:

```bash
python3 scripts/gitmcp.py call owner/repo tool_name '{"arg": "value"}'
```

## Tool Names

Tool names are dynamically prefixed with the repo name (underscored):
- `karpathy/llm-council` → `fetch_llm_council_documentation`
- `facebook/react` → `fetch_react_documentation`
- `my-org/my-repo` → `fetch_my_repo_documentation`

## Available MCP Tools

For any repository, these tools are available:

1. **fetch_{repo}_documentation** - Fetch entire documentation. Call first for general questions.
2. **search_{repo}_documentation** - Semantic search within docs. Use for specific queries.
3. **search_{repo}_code** - Search code via GitHub API (exact match). Returns matching files.
4. **fetch_generic_url_content** - Fetch any URL referenced in docs, respecting robots.txt.

## Workflow

1. When given a GitHub repo, first fetch documentation to understand the project
2. Use search-docs for specific questions about usage or features
3. Use search-code to find implementations or specific functions
4. Use fetch-url to retrieve external references mentioned in docs

Excerpt, first 2,549 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 31eb89d

Download folder ↗
git clone https://github.com/am-will/codex-skills
git -C codex-skills checkout 31eb89d791f0

The author documents no install command, so this uses the repository directly. Our verdict covers commit 31eb89d791f0 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 31eb89d791f0

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/am-will/read-github/badge.svg)](https://modelsatlas.com/skills/am-will/read-github/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

Similar skills

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/am-will/read-github/badge.svg)](https://modelsatlas.com/skills/am-will/read-github/)

Questions about read-github

Is read-github safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can read-github access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (31eb89d791f0), read on 2026-10-29. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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