This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture,...
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture,...
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture,...
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch...
Validate TypeScript/JavaScript code quality with ESLint, Prettier, type
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Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation. Use when refactoring...
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Fast codebase search via WarpGrep (20x faster than grep)
JavaScript、TypeScript、PHP、Python、CSS 程式碼規範
Fast codebase search via WarpGrep (20x faster than grep)
将既有或新编写的 Python 脚本重构为双模式模块，用于稳定、可维护的数据处理流。
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use,...
Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.
Implement a new variant in Fairy-Stockfish, either as built-in or variants.ini config
Create well-formatted git commits with conventional commit format and emoji. Automatically runs pre-commit checks (lint, build, docs), analyzes changes, suggests splitting when appropriate, and...
RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.
Ultimate Bug Scanner - scan code for bugs across 7 languages (JS/TS, Python, Go, Rust, Java, C++, Ruby). Use before commits to catch null safety issues, security holes, async bugs, and memory leaks.
Performs simultaneous multi-pattern search-and-replace, file/directory renaming, and case-preserving refactoring across codebases. Use for bulk refactoring, global find-and-replace, or when user...
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