Building Github Index skill

Building GitHub Index

Create markdown indexes of GitHub repositories optimized for Claude project knowledge. Indexes enable retrieval via GitHub API with semantic descriptions for effective matching.

Quick Start

# Documentation repos (markdown/notebooks)
python scripts/github_index.py owner/repo -o index.md

# Code repos (extract symbols via tree-sitter)
python scripts/github_index.py owner/repo --code-symbols -o index.md

# Multiple repos combined
python scripts/github_index.py owner/repo1 owner/repo2 -o combined.md

Script Options

Flag	Description
-o, --output	Output file (default: github_index.md)
--token	GitHub PAT; also reads GITHUB_TOKEN env
--include-patterns	Only index matching globs: "docs/**" "src/**"
--exclude-patterns	Skip matching globs: "test/**"
--max-files	Cap files per repo (default: 200)
--skip-fetch	Tree only, no content fetch (fast, filename-only descriptions)
--code-symbols	Include code files, extract function/class names via tree-sitter

Description Extraction Priority

1. YAML frontmatter - title: and description: fields
2. Markdown headings - First h1/h2 as title, subsequent as topics
3. Notebook cells - First markdown cell heading
4. Code symbols - Public function/class names (with --code-symbols)
5. Path-derived - Convert filename to words (fallback)

When Descriptions Fail

Some repos have stub files (links to external docs, empty readmes). In these cases:

Manual curation recommended. Use the tree output and domain knowledge:

# Get tree structure only (fast)
python scripts/github_index.py owner/repo --skip-fetch -o skeleton.md
# Then manually enhance descriptions based on domain knowledge

For code-heavy repos with embedded apps:

• Directory names encode purpose: acc_wav_gen → "ACC waveform generation"
• Peripheral acronyms map to functions: AFEC=ADC, MCAN=CAN, TWIHS=I2C
• Operation modes: blocking, interrupt, dma, polled

Output Format

# {Repo} - Content Index

**Repository:** {url}
**Branch:** `{branch}`

## Retrieval Method
{API curl commands}

---

## {Category}

| Description | Path |
|-------------|------|
| {What this covers} | `{path/file.md}` |

Description column leads (relevance matching), path follows (retrieval key).

API Access

Enumerate files:

curl -sL "https://api.github.com/repos/OWNER/REPO/git/trees/BRANCH?recursive=1"

Fetch content:

curl -s "https://api.github.com/repos/OWNER/REPO/contents/PATH?ref=BRANCH" \
  -H "Accept: application/vnd.github+json" | \
  python3 -c "import sys,json,base64; print(base64.b64decode(json.load(sys.stdin)['content']).decode())"

Network

Both scripts download a repo tarball (single HTTP request, no per-file rate limits) then process files locally. Allowlist: api.github.com (tarball redirects via this endpoint)

Related Skills

• accessing-github-repos - Private repos, PAT setup, tarball download
• tree-sitting - Detailed code structure (methods, imports, line numbers)

Condensed Format (pk_index.py)

For token-constrained project knowledge, use the condensed script:

python scripts/pk_index.py owner/repo -o repo_pk.md

Produces ~80% smaller output:

• Single line per file: path — description
• Symbols only (no signatures)
• 15 files max per category
• No retrieval instructions section

Ideal when adding multiple repo indexes to project knowledge.