数据处理
数据转换、清洗与 ETL
openspec-ff-change
rivet-dev
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.
openspec-archive-change
rivet-dev
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
manage-database-usage
inkeep
"How to correctly access the Doltgres manage database with branch-scoped connections. Use when reading or writing manage data (agents, tools, projects, credentials, triggers, evaluators, etc.). Triggers on: manage database, withRef, c.get('db'), manageDbPool, branch checkout, doltgres, ref-scope, branchScopedDb, AgentsManageDatabaseClient."
next-cache-components
inkeep
Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
measuring-product-market-fit
RefoundAI
Help users assess and achieve product-market fit. Use when someone is trying to determine if they have PMF, measuring user engagement and retention, running the Sean Ellis survey, or figuring out if they should scale or keep iterating.
competitive-analysis
RefoundAI
Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or deciding how much to focus on competitors versus customers.
planning-under-uncertainty
RefoundAI
Help users plan products and strategy when outcomes are unpredictable. Use when someone is dealing with ambiguous timelines, building in fast-moving markets, planning AI/ML projects, or asking how to make commitments when they don't know what will happen.
organizational-transformation
RefoundAI
Help users transform organizations toward modern product practices. Use when someone is trying to shift from feature teams to product teams, introduce empowered teams, modernize legacy processes, or drive cultural change in how product is built.
Integrate Mind Elixir
SSShooter
Guide for integrating Mind Elixir into a frontend project, covering installation, initialization, data structure, and basic usage.
cross-functional-collaboration
RefoundAI
Help users work effectively across functions. Use when someone is navigating PM-engineering relationships, resolving cross-team conflicts, building product trios, or improving handoffs between design, engineering, and product.
managing-up
RefoundAI
Help users work effectively with their manager and executives. Use when someone is struggling with their manager relationship, needs to influence leadership, wants to get better at executive communication, or is trying to build trust with their boss.
giving-presentations
RefoundAI
Help users create and deliver compelling presentations. Use when someone is preparing a talk, building a slide deck, dealing with presentation anxiety, practicing for a keynote, or asking how to be more engaging when presenting.
evaluating-trade-offs
RefoundAI
Help users make better decisions between competing options. Use when someone is weighing pros and cons, comparing alternatives, struggling with a difficult choice, deciding between speed and quality, or asking "should we do X or Y?"
documentation
kubb-labs
Use when writing blog posts or documentation markdown files - provides writing style guide (active voice, present tense), content structure patterns, and SEO optimization. Overrides brevity rules for proper grammar.
docx
skillcreatorai
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for creating new documents, modifying content, working with tracked changes, or adding comments.
raffle-winner-picker
skillcreatorai
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.
qa-regression
skillcreatorai
Automate QA regression testing with reusable test skills. Create login flows, dashboard checks, user creation, and other common test scenarios that run consistently.
xlsx
skillcreatorai
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for creating new spreadsheets, reading/analyzing data, modifying existing spreadsheets, or recalculating formulas.
javascript-typescript
skillcreatorai
JavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks. Use for frontend, backend, or full-stack JavaScript/TypeScript projects.
code-refactoring
skillcreatorai
Code refactoring patterns and techniques for improving code quality without changing behavior. Use for cleaning up legacy code, reducing complexity, or improving maintainability.
mcp-builder
skillcreatorai
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
sink
miantiao-me
Sink short link API operations via OpenAPI. Use when managing short links: creating, querying, updating, deleting, listing, importing, or exporting links. Also covers AI-powered slug generation and link analytics. Triggers: "create short link", "shorten URL", "delete link", "edit link", "list links", "export links", "import links", "link analytics", "AI slug".
pr-review
OneKeyHQ
Security-first PR review checklist for this repo. Use when reviewing diffs/PRs, especially changes involving auth, networking, sensitive data, or dependency/lockfile updates. Focus on secret/PII leakage risk, supply-chain risk (npm + node_modules inspection), cross-platform architecture (extension/mobile/desktop/web), and React performance (hooks + re-render hotspots). Avoid UI style nitpicks. PR Review.
1k-i18n
OneKeyHQ
Internationalization — translations (ETranslations, useIntl, formatMessage) and locale management. NEVER modify auto-generated translation files.