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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

creating-skills

jack-michaud

A meta-skill for documenting and creating reusable skills for Claude Code agents. Use when you discover a technique, pattern, or workflow worth documenting for reuse across projects.

GitHub

pull-request-file-review

jack-michaud

Identify and flag unnecessary test artifacts and temporary files in pull requests. Use when reviewing pull requests to ensure only production-relevant files are committed.

GitHub

solid-principles-code-review

jack-michaud

Review Python code for adherence to SOLID principles (SRP, OCP, LSP, ISP, DIP). Use when reviewing Python code for maintainability, testability, and design quality.

GitHub

release

henkisdabro

Full npm release workflow - version bump, commit, tag, push, GitHub release. Use when publishing to npm, creating a release, or shipping a new version.

GitHub

version-bump

henkisdabro

Bump semantic version across all project files (package.json, CLI, README, docs). Use for version updates without full release.

GitHub

hotkey-state-machine

sebkouba

Guidance for developing the hotkey state machine. Use when working on src/hotkey_state.rs, hotkey-daemon.rs, state transitions, or long recording mode.

GitHub

astro-dev

AugurProject

Comprehensive Astro development with React, Tailwind v4, and Cloudflare Workers deployment

GitHub

vibe-validate

jdutton

Expert guidance for vibe-validate, an LLM-optimized validation orchestration tool. Use when working with vibe-validate commands, configuration, pre-commit workflows, or validation orchestration in TypeScript pr...

GitHub

add-resource

whanyu1212

Add new learning resources (books, articles, courses, papers) to the appropriate resources.md file. Use when user mentions adding, saving, or tracking learning materials.

GitHub

diagram-generator

whanyu1212

Generates professional diagrams for educational flashcards using Python (matplotlib) or Mermaid syntax. Automatically selects the best visualization tool based on diagram type. Use when creating visual aids for...

GitHub

link-project

whanyu1212

Add project repository links to PROJECTS.md when user mentions completing, starting, or sharing a hands-on project. Use when user references external repos or implementation work.

GitHub

receiving-code-review

HTRamsey

Process external code review feedback systematically. Use when responding to PR comments, review feedback, or technical suggestions from reviewers.

GitHub

incremental-implementation

HTRamsey

Use when building multi-day features, avoiding long-lived branches, features taking >1 day, changes touching multiple systems, or high-risk changes needing gradual rollout - break features into deployable incre...

GitHub

test-driven-development

HTRamsey

Use when implementing any feature or bugfix, adding tests, fixing flaky tests, refactoring, or changing behavior. Default approach for new features, bug fixes. Exceptions only for throwaway prototypes or genera...

GitHub

verification-before-completion

HTRamsey

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before as...

GitHub

code-smell-detection

HTRamsey

Use when reviewing code quality, before refactoring, when complexity increases, when code feels "hard to change", during code review, or when onboarding to unfamiliar code - systematic identification of code sm...

GitHub

batch-operations

HTRamsey

Use when performing 3+ similar operations like file edits, searches, or git operations. Triggers on repetitive tasks, "do the same for", loop-like patterns. Enables parallel tool calls and batch-editor delegati...

GitHub

hook-creator

HTRamsey

Create native Claude Code hooks in ~/.claude/hooks/. Use when adding event-triggered automation (PreToolUse, PostToolUse, Stop, etc.).

GitHub

systematic-debugging

HTRamsey

Use when encountering any bug, test failure, or unexpected behavior (including race conditions, deadlocks, concurrency issues) - four-phase framework (root cause investigation, pattern analysis, hypothesis test...

GitHub

git-workflow

HTRamsey

Use when starting feature work that needs isolation, or when completing work and deciding how to integrate - covers full worktree lifecycle from setup through merge/PR/discard

GitHub

agent-creator

HTRamsey

Create custom Task subagents in ~/.claude/agents/. Use when defining new agents for Task tool delegation.

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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