Agent skills

Guides undergraduate engineering students through thesis research, experimental design, academic writing, and defense preparation.

Rewrite, edit, or review Chinese prose to reduce formulaic AI-style wording while preserving facts, meaning, terminology, citations…

Teach Mandarin using an LLM-first pedagogy, backed by a ZFC/Unix-style local engine (`xuezh`) that stores facts, runs mechanical…

Generates structured, exam-aligned Chinese language lesson plans and presentation-ready markdown slides for secondary school educators.

Reviews Chinese skill documentation for publication readiness.

Drafts, refines, and audits end-to-end Chinese invention patents adhering to rigorous logical chain, terminology consistency, and legal…

Refines and polishes AI-generated or translated Chinese text into natural, native-sounding prose by removing mechanical phrasing and…

Guides academic paper drafting for STEM and biomedical disciplines with rigorous structural, experimental, and reporting standards.

Proofreads, standardizes, and formats Chinese technical documentation against standardized style and typographical rules.

Refines Chinese technical documentation and retrospectives by eliminating AI phrasing and corporate jargon while preserving technical…

Refines and humanizes Chinese text by removing robotic AI clichés, improving rhythm, and ensuring natural expression while preserving core…

Use the Chirpie CLI to post to X/Twitter, Bluesky, LinkedIn, Threads, Mastodon, Instagram, Facebook, Telegram, Reddit, Pinterest, TikTok…

Schedule posts and threads for future publishing with Chirpie.

Set up Chirpie in your project — install SDK, configure API keys, connect X, Bluesky, LinkedIn, Threads, Mastodon, Instagram, Facebook…

Automate Chmeetings tasks via Rube MCP (Composio).

Choose the right Apple platform game-development stack before implementation.

Clarify how to visualize change over a time range before building a trend.

Stress-tests an identifiable plan, design, decision, idea, or proposed direction through one-question-at-a-time interviewing.

Python conventions for this codebase: coding style, project layout, and tooling preferences.

Reviews a code change once for material functional, security, performance, and maintainability defects and returns evidence-backed…

Rust conventions for this codebase: ownership and error handling patterns, unsafe code, testing, Cargo tooling, and workspace layout.