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…
Query the Chinese classical poetry API service (chinese-poetry-api, repo: https://github.com/palemoky/chinese-poetry-api) — 370k+ poems…
Refines and polishes AI-generated or translated Chinese text into natural, native-sounding prose by removing mechanical phrasing and…
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…
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).
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.
SQL conventions for this codebase: structurally formatted, readable, explicit queries, including SQL extracted into an infrastructure layer.
TypeScript conventions for this codebase: coding style, project layout, and tooling preferences.
Chorus Review workflow — approve/reject proposals, verify tasks, and manage project governance.
Read-only Chorus task reviewer. Fetches a task plus its acceptance criteria plus originating proposal documents via MCP, independently…