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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

alignment-review

meta-pytorch

Review code changes for bugs and alignment with OpenEnv principles and RFCs. Use when reviewing PRs, checking code before commit, or when asked to review changes. Implements two-tier review model.

GitHub

pre-submit-pr

meta-pytorch

Validate changes before submitting a pull request. Run comprehensive checks including lint, tests, alignment review, and RFC analysis. Use before creating a PR, when asked if code is ready for review, or before...

GitHub

rfc-check

meta-pytorch

Determine if proposed changes require an RFC. Use when planning significant changes, before starting major work, or when asked whether an RFC is needed.

GitHub

tdd

udecode

Use when implementing complex logic that needs test coverage - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first; NOT for UI comp...

GitHub

read-large-webpage-or-knowledge

inclusionAI

This skill is used for segmented reading and organization when facing large-scale knowledge bases or web pages. It captures original content segment by segment, summarizes key points in real-time, and continuou...

GitHub

github-archive

gadievron

Investigate GitHub security incidents using tamper-proof GitHub Archive data via BigQuery. Use when verifying repository activity claims, recovering deleted PRs/branches/tags/repos, attributing actions to actor...

GitHub

github-wayback-recovery

gadievron

Recover deleted GitHub content using the Wayback Machine and Archive.org APIs. Use when repositories, files, issues, PRs, or wiki pages have been deleted from GitHub but may persist in web archives. Covers CDX...

GitHub

github-evidence-kit

gadievron

Generate, export, load, and verify forensic evidence from GitHub sources. Use when creating verifiable evidence objects from GitHub API, GH Archive, Wayback Machine, local git repositories, or security vendor r...

GitHub

github-commit-recovery

gadievron

Recover deleted commits from GitHub using REST API, web interface, and git fetch. Use when you have commit SHAs and need to retrieve actual commit content, diffs, or patches. Includes techniques for accessing "...

GitHub

rr-debugger

gadievron

Deterministic debugging with rr record-replay. Use when debugging crashes, ASAN faults, or when reverse execution is needed. Provides reverse-next, reverse-step, reverse-continue commands and crash trace extrac...

GitHub

tdd-workflow

cfrs2005

在编写新功能、修复 Bug 或重构代码时使用此技能。强制执行测试驱动开发 (TDD),包括单元测试、集成测试和端到端 (E2E) 测试,确保覆盖率达到 80% 以上。

GitHub

crowi-migration

crowi

Crowi 2.0 移行ワークフロー。Express/Swig から Next.js + ts-rest への移行時に自動適用。 キーワード: migrate, 移行, Express, Swig, legacy, 旧実装

GitHub

working-with-marimo

pymc-labs

Interactive development in marimo notebooks with validation loops. Use for creating/editing marimo notebooks and verifying execution.

GitHub

loading-datasets

pymc-labs

Loads internal CausalPy example datasets. Use when the user needs example data or asks about available demos.

GitHub

designing-experiments

pymc-labs

Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.

GitHub

running-placebo-analysis

pymc-labs

Performs placebo-in-time sensitivity analysis to validate causal claims. Use when checking model robustness, verifying lack of pre-intervention effects, or ensuring observed effects are not spurious.

GitHub

insforge-schema-patterns

InsForge

Database schema patterns for InsForge including social graphs, e-commerce, content publishing, and multi-tenancy with RLS policies. Use when designing data models with relationships, foreign keys, or Row Level...

GitHub

improve-skill

mitsuhiko

Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new skill from session history.

GitHub

oebb-scotty

mitsuhiko

Austrian rail travel planner (ÖBB Scotty). Use when planning train journeys in Austria, checking departures/arrivals at stations, or looking for service disruptions. Covers ÖBB trains, S-Bahn, regional trains,...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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