AI Agent Skills

Find actual code issues in a repo that aren't listed in GitHub issues. missing tests, inconsistent patterns, outdated dependencies, documentation gaps. Presents findings…

Learn unfamiliar technologies used in a repo by studying how the repo actually uses them. Finds patterns, explains concepts in context, and points to examples in the cod…

Handle PR review feedback - understand reviewer comments, research their concerns, and help the user address them. The LLM explains what reviewers want and why; the user…

Prepare to contribute to an open source repo. Reads all contribution docs, checks eligibility, assesses the user's knowledge gaps, and fills them before coding starts. U…

Review other contributors' PRs to learn the codebase and build maintainer trust. Guides structured diff reading, helps formulate review comments, and teaches how to dist…

Set up a complete development environment for an unfamiliar OSS repo. Handles dependency installation, building, running tests, and configuring dev tooling. Use when clo…

Submit a pull request following the repo's contribution guidelines. Reviews the diff, checks for common rejection reasons, and helps the user write their own PR descript…

Contribute documentation improvements to an OSS repo. Identifies doc gaps, studies the docs system, and verifies accuracy against source code. Use when contributing docu…

On-device Speech AI for Apple Silicon

Document scanning app

Use when an open-source developer tool, package, CLI, agent, or MCP server must be evaluated for legitimacy, supply-chain risk, telemetry, dangerous capabilities, claim…

Practical Claude Code runbooks for clean, resource-efficient open-source development - from planning and implementation to debugging, review, release, and deployment

Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents

Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.

Soot - A Java optimization framework