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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

ai-search-optimization

dirnbauer

Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies for AI-powered search visibility in ChatGPT, Perplexity, Google AI Overviews, and other AI search platforms.

GitHub

recursive-arena

lollipopkit

Orchestrates recursive iterations using the multi-model battle as the generator each round. Use when user wants recursive refinement plus model battles, multi-LLM consensus, or says "recursive arena".

GitHub

recursive

lollipopkit

Master Recursive Reasoning - orchestrate complex problem solving by decomposing tasks and delegating to specialized sub-agents. Use when facing multi-step problems that benefit from planning, execution, and ver...

GitHub

multi-model

lollipopkit

Multi-model battle for iterative (recursive) refinement. Rotates models every iteration and has other models judge/critique. Use when user asks to "battle models", "compare models", "multi-LLM", or wants iterat...

GitHub

investigate

zewelor

Deep analytical investigation mode using Bayesian reasoning, superforecasting techniques, and rigorous hypothesis testing. Combines methods from Kahneman, Tetlock, Peirce, and Feynman. Use when user invokes /in...

GitHub

librarian

aidanmorgan

Semantic documentation architect. Analyzes PROSE CONTENT to organize by concept affinity, eliminate contradictions in explanations, and consolidate scattered ideas.

GitHub

bonfire

aidanmorgan

Generate an orchestrator prompt from a plan file and assume the coordinator role. Creates plan directory with state and event log files.

GitHub

git-workflow

motlin

Git workflow best practices for commits, rebasing, conflict resolution, and branch management. Use when working with git operations, creating commits, resolving conflicts, or managing branches.

GitHub

openrewrite

motlin

OpenRewrite recipe development and test maintenance. Use when writing OpenRewrite recipes, fixing test failures, or working with import ordering in recipe tests.

GitHub

precommit

motlin

Running precommit checks and build validation. ALWAYS use after ANY code changes.

GitHub

markdown-tasks

motlin

Work with markdown-based task lists in .llm/todo.md files. Use when managing tasks, working with todo lists, extracting incomplete tasks, marking tasks complete, or implementing tasks from a task list.

GitHub

justfile-style

motlin

Style guidelines for justfile recipe documentation. Use when writing or editing justfiles to ensure consistent and concise documentation.

GitHub

cli

motlin

CLI guidelines. Use whenever using the Bash tool, which is almost always. Also use when you see "command not found: __zoxide_z" errors.

GitHub

offline-claude-code-guide

motlin

Offline Claude Code documentation fallback. Use when the user asks about Claude Code features, capabilities, or configuration and the built-in claude-code-guide subagent fails due to network issues or proxy blo...

GitHub

testing

motlin

Testing guidelines. Use when Writing, Editing, or reviewing tests.

GitHub

pom-ordering

motlin

Enforce Maven POM dependency ordering rules. This skill should be used when editing pom.xml files.

GitHub

api-design-patterns

AsyrafHussin

RESTful API design, error handling, versioning, and best practices. Use when designing APIs, reviewing endpoints, implementing error responses, or setting up API structure. Triggers on "design API", "review API...

GitHub

web-design-guidelines

AsyrafHussin

UI/UX best practices and accessibility guidelines. Use when reviewing UI code, checking accessibility, auditing forms, or ensuring web interface best practices. Triggers on "review UI", "check accessibility", "...

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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