GitHub
extract-learnings
Use after completing a session to identify genuine learnings from mistakes, corrections, or rework - focuses only on patterns that were actually wrong, not things that worked correctly the first time
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 数据与 AI
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GitHub
receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement...
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GitHub
writing-plans
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context. Use this when design is complete and you need detailed implementation tasks for engineers with zero codebase...
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GitHub
using-git-worktree
Create isolated git worktrees at bare repo root level
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GitHub
playwright
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check...
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GitHub
collect-selector
Use this skill to determine the correct data-testid selector for Playwright or end-to-end tests.
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GitHub
plan-document
Use this skill every user want to create test plan.
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GitHub
test-file
Use this skill every user want to create test file.
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GitHub
debug-mode
Autonomous debugging workflow mirroring Cursor IDE's debug mode. Triggers on "debug mode", "help me debug", error messages, stack traces, or debugging loops. Generates 5-7 hypotheses, narrows to top 2, adds str...
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GitHub
build-and-deploy
Build and deploy this Next.js LangChain retrieval agent application with Supabase vector store. Use when building, deploying, setting up vector store, or preparing the project for production.
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GitHub
build-and-deploy
Build and deploy this Next.js LangChain agent application. Use when building, deploying, or preparing the project for production.
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GitHub
project
Know any codebase in 10 seconds. Scripts, tech stack, structure.
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GitHub
board
Task board for agents. Track work, manage cards across lists.
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GitHub
syntax
Edits that never fail. Find functions by name, not text matching.
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GitHub
preview
See what breaks BEFORE you edit. Type errors, affected callers, required tests.
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GitHub
insight
Understand code in one call. Structure, relationships, history - all at once.
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GitHub
task-runner
Builds that don't die after 2 minutes. Tasks survive restarts.
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GitHub
history
Git data you can use, not parse. Understand why code exists.
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GitHub
types
Fast type checking for single files. Never hangs, always answers in
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GitHub
test-runner
Know exactly what failed, where, and why. No output parsing.
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GitHub
blackbox
Use when restoring previous file versions, querying file modification history, recovering from accidental edits, or understanding how blackbox flight recorder works for file snapshots and disaster recovery
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GitHub
brainstorming
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...
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GitHub
defense-in-depth
Use when invalid data causes failures deep in execution, bypassing initial checks - adds validation at entry, business logic, and environment layers to make bugs structurally impossible
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GitHub
finish-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。