ag-docs-seeker

Files (17)

• .env.example
• SKILL.md
• package.json
• advanced.md · references/
• context7-patterns.md · references/
• errors.md · references/
• analyze-llms-txt.js · scripts/
• detect-topic.js · scripts/
• fetch-docs.js · scripts/
• run-tests.js · scripts/tests/
• test-analyze-llms.js · scripts/tests/
• test-detect-topic.js · scripts/tests/
• test-fetch-docs.js · scripts/tests/
• env-loader.js · scripts/utils/
• library-search.md · workflows/
• repo-analysis.md · workflows/
• topic-search.md · workflows/

SKILL.md (first lines)

# Documentation Discovery

## When to Apply

Use this skill when working with ag-docs-seeker workflows, tasks, or system specifications.

> **Output style:** Follow `process/development-protocols/communication-standards.md` — answer-first, plain language, no unexplained jargon, TL;DR on long responses.

## Overview

Use Context7 MCP as the default path for documentation lookup. The local scripts in this skill are fallback helpers for llms.txt-based discovery when Context7 does not cover the target cleanly.

## Primary Workflow

**Default workflow: Context7 first**

1. Resolve the library with Context7.
2. Query the exact API/config/setup question with Context7.
3. Only fall back to the scripts below when Context7 coverage is missing, incomplete, or the user explicitly wants llms.txt/repository-oriented discovery.

**Fallback script workflow:**

```bash
# 1. DETECT query type (topic-specific vs general)
node scripts/detect-topic.js "<user query>"

# 2. FETCH documentation using script output
node scripts/fetch-docs.js "<user query>"

# 3. ANALYZE results (if multiple URLs returned)
cat llms.txt | node scripts/analyze-llms-txt.js -
```

Scripts handle URL construction, fallback chains, and error handling automatically.

## Scripts

**`detect-topic.js`** - Classify query type

- Identifies topic-specific vs general queries
- Extracts library name + topic keyword
- Returns JSON: `{topic, library, isTopicSpecific}`
- Zero-token execution

**`fetch-docs.js`** - Retrieve documentation

- Constructs context7.com URLs automatically
- Handles fallback: topic → general → error
- Outputs llms.txt content or error message
- Zero-token execution

**`analyze-llms-txt.js`** - Process llms.txt

- Categorizes URLs (critical/important/supplementary)
- Recommends agent distribution (1 agent, 3 agents, 7 agents, phased)
- Returns JSON with strategy
- Zero-token execution

## Workflow References

**[Topic-Specific Search](./workflows/topic-search.md)** - Fastest path (10-15s)

**[General Library Search](./workflows/library-search.md)** - Comprehensive coverage (30-60s)

**[Repository Analysis](./workflows/repo-analysis.md)** - Fallback strategy

## References

**[context7-patterns.md](./references/context7-patterns.md)** - URL patterns, known repositories

**[errors.md](./references/errors.md)** - Error handling, fallback strategies

**[advanced.md](./references/advanced.md)** - Edge cases, versioning, multi-language

## Execution Principles

1. **Context7 first** - Use Context7 MCP before any local script fallback
2. **Zero-token overhead** - Scripts run without context loading
3. **Automatic fallback** - Scripts handle topic → general → error chains
4. **Progressive disclosure** - Load workflows/references only when needed
5. **Scripts are fallback helpers** - Use them only when Context7 coverage is missing or the user wants llms.txt-style discovery

## How to Use

### Quick Start

**Topic query:** "How do I use date picker in shadcn?"

```bash
node scripts/detect-topic.js "<query>"  # → {topic, library, isTopicSpecific}
node scripts/fetch-docs.js "<query>"    # → 2-3 URLs
# Use Context7 results first; only use script-discovered URLs when you intentionally fall back
```

**General query:** "Documentation for Next.js"

```bash
node scripts/detect-topic.js "<query>"         # → {isTopicSpecific: false}
node scripts/fetch-docs.js "<query>"           # → 8+ URLs
cat llms.txt | node scripts/analyze-llms-txt.js -  # → {totalUrls, distribution}
# Use Context7 results first; only use script-discovered URLs when fallback discovery is required
```

## Environment

Scripts load `.env`: `process.env` > `.claude/skills/ag-docs-seeker/.env` > `.claude/skills/.env` > `.claude/.env`

Optional env vars: `CONTEXT7_API_KEY` (Bearer token for Context7 API), `DEBUG=true` (verbose logging).

From ngxccc/agent-skills-kit, MIT.

More from ngxccc/agent-skills-kit