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Guided workflow for adding new features to Python projects. Use when planning a new feature implementation, when adding functionality with proper test coverage, or when following TDD to build features incrementally.
Comprehensive Python code review checking patterns, types, security, and performance. Use when reviewing Python code for quality issues, when auditing code before merge, or when assessing technical debt in a Python codebase.
Guidance for constructing complex regular expressions that extract and validate data from log files. This skill applies when building regex patterns to parse log entries with requirements like IP address validation, date extraction, boundary conditio...
計算 300 億元中央擴大租金補貼金額。當使用者詢問「租金補貼」、「租屋補助」、「房租補助」、「我可以領多少補貼」、「租屋津貼」時使用。支援原住民、青年、新婚、育兒等各種加碼計算。
Guide for creating data visualizations in Shopify Apps using the Polaris Viz library. Use this skill when building charts, graphs, dashboards, or any data visualization components that need to integrate with the Shopify Admin aesthetic. Covers BarCha...
将视频脚本转换为更适合实际录制的口语化表达，去除书面化语言，增加自然感和亲和力。当用户提到"视频脚本"、"录制"、"口语化"、"自然一点"、"像说话一样"、"太书面了"时使用此技能。
Use OCLC WorldCat APIs to search for books and scholarly materials, retrieve bibliographic metadata, check library holdings worldwide, and get classification data. Use when working with ISBNs, DOIs, OCLC numbers, library catalogs, or institutional ho...
Auto-discover patterns from reflexion episodes. Run post-feature to consolidate successful approaches into reusable patterns and skills.
This skill should be used when the user asks to "create issue", "search issues", "update ticket", "check notifications", mentions "Backlog", "バックログ", "課題", "チケット", discusses project management with Nulab Backlog, or needs to interact with Backlog API...
Use when implementing map camera animations (flyTo, easeTo, jumpTo), handling zoom transitions, or managing bearing/pitch. Load for useMapCamera composable patterns, preventing camera feedback loops, promise-based animations, and globe visibility fil...
Explore open-source repositories, analyze implementation details of libraries/frameworks, and research official documentation. Use when you need to understand how features are implemented in popular open-source projects.
Browser automation using Puppeteer or Playwright. Use for web testing, screenshots, form filling, and automated browser interactions.
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL....
Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.
Create a comprehensive README.md template for your project
Create a structured session handoff document for continuity across sessions. Use when ending a work session, switching contexts, or before a break. Captures decisions, progress, code changes, and next steps so a future session can pick up where you l...
Deep learning-based variant calling from long reads using Clair3 for SNPs and small indels. Use when calling germline variants from ONT or PacBio alignments, particularly when high accuracy is needed for clinical or research applications.
Review ads and landing pages for compliance issues including FTC disclosure requirements, platform policy compliance, and restricted claims. Use before launching campaigns, when ads get rejected, or when auditing existing creative.
This skill should be used when the user asks to "write Python code", "debug a Python script", "set up a Python project", "explain Python concepts", or mentions Python-specific libraries like FastAPI, Django, or Pandas.
Use when maintaining, enhancing, or modifying existing Claude Code plugins - handles skills, commands, agents, hooks, and reference sheets through systematic domain analysis, structure review, behavioral testing, and quality improvements
Sync git repository with upstream. Use at the start of a session, when asked to sync, get up to date, check git status, or when working on a stale branch. Checks branch status, uncommitted changes, PR state, and upstream drift, then takes appropriate...
Design, implement, and maintain high‑value TypeScript test suites using popular JS/TS testing libraries. Use this skill whenever the user is adding tests, debugging failing tests, or refactoring code that should be covered by tests.
Create a comprehensive README.md template for your project
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