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Documentation

Investigate a question using reliable primary sources and capture findings as Markdown in the repo.

Productivity

Reconstructs a conversation as a stack-unwind tree of completed tasks and open items, sized by prompt count. Analyzes a JSONL file or session id.

Development

Enforces a git branch naming convention using a type/short-description format, with predefined types such as feat, fix, or docs. Use this rule when creating or switching to branches to ensure consistent and descriptive branch names across the repository.

Data & AI

YouTube search, collection and analysis via NotebookLM, and result export in a single workflow.

Development

Comprehensive pull request review workflow with approve, request changes, merge, and close actions, adapting tone to contributor type.

Development

Review Rust compiler port code for fidelity, conventions, and error handling, comparing against the original TypeScript source.

Security

Export NIST OSCAL (Open Security Controls Assessment Language) JSON from compliance evidence stored in ArangoDB. Supports NIST 800-171 and CMMC Level 2 frameworks.

Content

Creates compelling product copy for e-commerce listings across platforms like Amazon, Shopify, and Etsy. Converts features into benefits with structured workflows.

Content

Translates entire books into any language using parallel sub-agents, converting PDF/DOCX/EPUB to Markdown chunks, then to HTML/DOCX/EPUB/PDF.

Development

Guidance for using the asc CLI in this repo: flags, output formats, pagination, auth, and discovery.

Development

Covers principles for building MCP (Model Context Protocol) servers, including tool design, resource patterns, error handling, security, and configuration. Helps developers create well-structured, secure, and testable MCP servers for AI tool integration.

Data & AI

Run local ComfyUI workflows via the HTTP API, edit workflow JSON and return generated images.