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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

timeline-generator

Feedforward-AI

Generates a chronological timeline of key events, decisions, and flashpoints from a collection of documents. Use when asked to create a timeline, understand sequence of events, see what happened when, or track...

GitHub

battle-plan

Feedforward-AI

Creates a comprehensive action plan that addresses both substance (strengthening your proposal, filling evidence gaps, doing research) and politics (winning over key people, sequencing conversations, handling o...

GitHub

power-analysis

Feedforward-AI

Analyze organizational power dynamics and develop realistic political strategies. Uses a Pfeffer-inspired realist lens - assumes self-interest drives behavior, past actions predict future actions, and formal au...

GitHub

clarify

Feedforward-AI

Structured discovery interview to understand a project or initiative deeply - both the substance (what you're proposing, what evidence you have, what gaps exist) and the politics (who decides, what drives them,...

GitHub

executive-persuasion

Feedforward-AI

Create a customized persuasion strategy based on Cialdini's six principles of influence. Use after /clarify when the goal involves persuading colleagues, getting buy-in, or building support for an initiative. P...

GitHub

analyze-documents

Feedforward-AI

Analyzes all documents in a folder and creates a comprehensive summary. Use when asked to summarize documents, understand a collection of files, get an overview of materials, or analyze what's in a folder.

GitHub

memory-check

MarcBaumholz

Check system memory usage, available memory, and identify cleanup opportunities. Use this skill when the user asks to check memory, RAM usage, free memory, or needs to clean up system resources.

GitHub

skill-spec-list

simuleite

skill__spec__list `spec list` [LIST] Display current CODE_SPEC with formatted tree structure showing E2E tasks and steps with completion status.

GitHub

architecture-documenter

timbuchinger

Maintain and update architecture documentation in docs/architecture/. Uses tool-based inspection first, falling back to CLI only when needed.

GitHub

user-story

timbuchinger

Creates well-structured user stories for software development and project management. Use when the user asks to write, create, or format a user story, or needs to document requirements, features, or tasks in us...

GitHub

executing-plans

timbuchinger

Use when given a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches

GitHub

webapp-testing

timbuchinger

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

tempo-troubleshoot

timbuchinger

Help craft efficient Tempo trace queries, troubleshoot distributed traces, link logs and metrics (Loki/Mimir), and perform request-level root cause analysis.

GitHub

playwright-testing

timbuchinger

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check...

GitHub

loki-troubleshoot

timbuchinger

Help craft efficient Grafana Loki / LogQL queries for debugging logs — with label‑based filtering, narrow time windows, and best‑practice guidance to avoid expensive or overly broad scans.

GitHub

code-review

timbuchinger

Use when the user asks to review code or a pull request - performs focused review checking for obvious defects only, provides minimal feedback with clear approval/rejection format

GitHub

search-notes

timbuchinger

Always use this skill at the start of a task to check whether relevant information already exists. Use when users ask to recall, search memories, or subscribe to updates. Triggers on "recall", "search memories"...

GitHub

writing-skills

timbuchinger

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof aga...

GitHub

add-note

timbuchinger

Use this skill whenever important information is learned during a task or when the user explicitly asks to store something. Use when users ask to remember. Triggers on "remember this", "update memory", "share"...

GitHub

brainstorming

timbuchinger

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...

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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