数据处理
数据转换、清洗与 ETL
principle-foundational-thinking
cursor
"Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious."
cloud-azure-storage
partme-ai
Provides comprehensive guidance for Azure Storage including blob storage, file shares, queues, and storage account management. Use when the user asks about Azure Storage, needs to store data in Azure, configure Azure Storage, or work with Azure storage services.
ascii-table-renderer
partme-ai
Render structured data as aligned ASCII tables (column width rules, truncate/wrap, border styles, compact/readable variants) for terminal/log/email.
anylist
sundial-org
Manage grocery and shopping lists via AnyList. Use when user asks about shopping lists, groceries, or adding/checking off items to buy.
accli
sundial-org
This skill should be used when interacting with Apple Calendar on macOS. Use it for listing calendars, viewing events, creating/updating/deleting calendar events, and checking availability/free-busy times. Triggers on requests like "check my calendar", "schedule a meeting", "what's on my schedule", "am I free tomorrow", or any calendar-related operations.
rsdoctor-analysis
rstackjs
Analyze Rspack/Webpack bundles from local Rsdoctor build data without MCP. Zero-dependency JS CLI for chunk/module/package/loader insights.
code-philosophy
kdcokenny
Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.
code-philosophy
kdcokenny
Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.
vibe-check
VibiumDev
Browser automation for AI agents. Use when the user needs to navigate websites, read page content, fill forms, click elements, take screenshots, or manage browser tabs.
redis-js
upstash
Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search, and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types.
setup
SubframeApp
Initialize Subframe in a new or existing project. Sets up the CLI, syncs components, configures Tailwind and fonts.
develop
SubframeApp
Implement Subframe designs with business logic. Use after designing with /subframe:design or when given a Subframe URL/page ID.
design
SubframeApp
Design UI pages in Subframe. Use when building new UI, iterating on existing UI, exploring design options, or to get a visual starting point to refine in the Subframe design tool. Don't write UI code directly - design first, then implement with /subframe:develop.
autoresearch
ericosiu
Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert simulated panel, evolves winners through multiple rounds, outputs optimized version + full experiment log. Use when optimizing landing pages, email sequences, ad copy, headlines, form pages, CTA text, or any conversion-focused content. Triggers on "optimize this page", "run autoresearch", "score these variants", "A/B test this copy".
Long-Form Video Clip Pipeline
ericosiu
requests — HTTP client (for optional upload features)
peekaboo
EthanAlgoX
Capture and automate macOS UI with the Peekaboo CLI.
capture-output-via-sidechannel
Innei
Use when a runner, CI step, container, or orchestrator executes a task whose stdout/stderr you cannot retrieve afterwards — no log API, no shell access, output stream not captured, or logs evicted before you can read them. The pattern: have the task itself write its captured output into a data store you CAN read (SQL row, Redis key, mounted file, public webhook).
hypothesis-testing-engine
OneWave-AI
Take any claim and design + execute a complete research protocol to test it. Apply scientific method automatically: design study, gather data, run analysis, provide verdict with confidence level.
csv-excel-merger
OneWave-AI
Merge multiple CSV/Excel files with intelligent column matching, data deduplication, and conflict resolution. Handles different schemas, formats, and combines data sources. Use when users need to merge spreadsheets, combine data exports, or consolidate multiple files into one.
openspec-verify-change
studyzy
验证实现是否与变更产出物匹配。当用户想要在归档前验证实现是否完整、正确且一致时使用。
openspec-verify-change
studyzy
验证实现是否与变更产出物匹配。当用户想要在归档前验证实现是否完整、正确且一致时使用。
python-panel-data
meleantonio
Panel data analysis with Python using linearmodels and pandas.
jq
kylesnowschwartz
This skill SHOULD be used when the user asks to "get the version from package.json", "what dependencies are in this project", "extract field from JSON", "check tsconfig settings", "parse API response", "get scripts from package.json", or when needing specific fields from JSON files without loading the entire file.
customer-review-aggregator
OneWave-AI
Aggregate and analyze customer reviews from G2, Capterra, Trustpilot, App Store, and other platforms. Performs sentiment analysis, identifies pain points, extracts feature feedback, generates marketing claims, and compares competitor reviews. Use when users need review analysis, competitive intelligence, or customer feedback insights.