Find the perfect skill
Manage External Skill Catalogs
Development
Register, list, remove, and promote external skill directories that are indexed for search without being installed. For use with the skill-concierge plugin in Claude Code.
Chinese Academic AIGC Rewriting
Content
A methodology to rewrite paragraphs flagged as 'red significant' by CNKI's AIGC detector, reducing AI rate without changing facts, numbers, or citations. Based on real practice.
PlantUML ASCII Art Diagram Generator
Development
Generate ASCII art diagrams from PlantUML for terminal-friendly documentation and READMEs.
Repo Context
Development
Research the repository before coding: files, patterns, tests, constraints, unknowns to avoid invented architecture.
Bulk RNA-seq Differential Expression with DESeq2
Data & AI
Perform differential expression analysis on RNA-seq raw count data using DESeq2, including normalization, dispersion estimation, and statistical testing.
Interact with GitHub Issues
Development
Create, list, and view GitHub issues using the gh CLI. Provides an interactive flow to guide titles and descriptions.
Python 3.14+ Development
Development
Skill for idiomatic Python 3.14+ development, prioritizing stdlib solutions, strict type hints (no Any), Protocol over ABC, and flat control flow. Uses uv/ruff toolchain for dependency management, linting, and formatting. Ideal for writing scripts, CLI tools, and services with minimal external dependencies.
QA - Autonomous App Exploration
Testing
Autonomously explores Android/iOS apps to find crashes, ANRs, and bugs. Uses MCPs to drive the app, track pages, and generate a Markdown bug report with coverage stats.
Check PR/MR/CL
Development
Check a GitHub PR, GitLab MR, or Perforce CL for review comments, status checks, and description completeness, then help address any issues found.
Start a New Milestone
Productivity
Orchestrate a complete new milestone cycle: questioning → research → requirements → roadmap for existing projects.
OpenSpec Guided Onboarding
Development
Guide users through their first OpenSpec workflow cycle, from idea to implementation, with narration and real codebase work.
Brainstorming Ideas Into Designs
Development
Turn ideas into fully formed designs and specs through collaborative dialogue. Ask clarifying questions, propose approaches, and get approval before implementation.