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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

session-behavior

ederheisler

Core behavioral guidelines and interaction patterns for the agent. This skill provides the foundation for how the agent should communicate and behave across all interactions. Use this skill to establish consist...

GitHub

using-superpowers

ederheisler

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

GitHub

internal-comms

ederheisler

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. The agent should use this skill whenever asked to write some sort of internal communicat...

GitHub

self-improvement

ederheisler

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects the agent ('No, that's wrong...', 'Actually...'), (3) Use...

GitHub

webapp-testing

ederheisler

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

GitHub

writing-skills

ederheisler

Use when creating new skills, editing existing skills, or verifying skills work before deployment

GitHub

verification-before-completion

ederheisler

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

frontend-design

ederheisler

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include website...

GitHub

verification-before-completion

ederheisler

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

pdf

ederheisler

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When the agent needs to fill in a PDF form or programmatically process,...

GitHub

self-improvement

ederheisler

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects the agent ('No, that's wrong...', 'Actually...'), (3) Use...

GitHub

receiving-code-review

ederheisler

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...

GitHub

writing-plans

ederheisler

Use when you have a spec or requirements for a multi-step task, before touching code

GitHub

quality-gates

ederheisler

Python code quality gates script for linting, type checking, complexity analysis, and testing before commits. Use when enforcing consistent code quality across Python projects with fast (unit-tests) or comprehe...

GitHub

finishing-a-development-branch

ederheisler

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

GitHub

receiving-code-review

ederheisler

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...

GitHub

using-git-worktrees

ederheisler

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

GitHub

executing-plans

ederheisler

Use when you have a written implementation plan to execute in a separate session with review checkpoints

GitHub

canvas-design

ederheisler

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visu...

GitHub

dispatching-parallel-agents

ederheisler

Dispatch subagents in parallel when there are 2+ independent problem domains (separate failures/subsystems) that can be investigated without shared state or sequential dependencies; avoid when work is tightly c...

GitHub

writing-quality-tests

ederheisler

Use when designing or refactoring automated tests to make them high-signal, reliable, and maintainable across unit, integration, and end-to-end suites.

GitHub

doc-coauthoring

ederheisler

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow help...

GitHub

using-git-worktrees

ederheisler

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

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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