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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

incoherence

timmye

Detect and resolve incoherence in documentation, code, specs vs implementation. Includes reconciliation phase for applying user-provided resolutions.

GitHub

codebase-analysis

timmye

Invoke IMMEDIATELY via python script when user requests codebase analysis, architecture review, security assessment, or quality evaluation. Do NOT explore first - the script orchestrates exploration.

GitHub

planner

timmye

Interactive planning and execution for complex tasks. Use when breaking down multi-step projects (planning) or executing approved plans through delegation (execution). Planning creates milestones with specifica...

GitHub

prompt-optimizer

timmye

Optimize system prompts for Claude Code agents using proven prompt engineering patterns. Use when users request prompt improvement, optimization, or refinement for agent workflows, tool instructions, or system...

GitHub

problem-analysis

timmye

Invoke IMMEDIATELY via python script for structured problem analysis and decision reasoning. Do NOT explore first - the script orchestrates the workflow.

GitHub

decision-critic

timmye

Invoke IMMEDIATELY via python script to stress-test decisions and reasoning. Do NOT analyze first - the script orchestrates the critique workflow.

GitHub

managed-chrome-cdp

prateek

Start a managed Chrome CDP session with a prewarmed profile dir and reuse login cookies for browser automations.

GitHub

github-pr-review-setup

prateek

Prepare a clean local checkout for a GitHub PR (worktree-first via `wf`/`wt`), fetch the PR base ref, and emit PR context (CI checks + PR comments/reviews) as JSON for downstream review.

GitHub

llms-txt-from-website

prateek

Generate `llms.txt` and `llms-full.txt` for a docs/product website from just a URL. Detect and reuse an existing `/llms.txt`, discover the docs source repo via “Edit this page”/GitHub links, fall back to `sitem...

GitHub

grmrepo

prateek

Use git-repo-manager (GRM) on this machine via the `grmrepo` wrappers: refresh config from canonical clones, view status, and bootstrap a new machine by syncing repos.

GitHub

using-git-spice

prateek

Use when working with stacked branches, managing dependent PRs/CRs, or uncertain about git-spice commands (stack vs upstack vs downstack) - provides command reference, workflow patterns, and common pitfalls for...

GitHub

pal-mcporter

prateek

Run PAL MCP tools (precommit, codereview, secaudit, debug, apilookup, listmodels, etc.) via the `mcporter` CLI against the PAL stdio MCP server (`uvx … pal-mcp-server`) instead of configuring PAL as a Codex MCP...

GitHub

experiment-scaffold

prateek

Create a new experiment workspace directory: initialize git, write an AGENTS.md goal doc, and create references/ with index.md + notes/links markdown plus GitHub repos cloned under references/repos (gitignored)...

GitHub

markdown-converter

prateek

Convert documents and files to Markdown using markitdown. Use when converting PDF, Word (.docx), PowerPoint (.pptx), Excel (.xlsx, .xls), HTML, CSV, JSON, XML, images (with EXIF/OCR), audio (with transcription)...

GitHub

code-review

prateek

Run `codex review` plus PAL `codereview` (via the `pal-mcporter` skill) against a git base ref, then merge both outputs into one prioritized, actionable review.

GitHub

code-simplifier

prateek

Simplify and refine code for clarity, consistency, and maintainability while preserving behavior. Use for refactor/simplify requests, polishing PR diffs, or cleaning up recently modified code without changing o...

GitHub

ci-autofix-loop

prateek

End-to-end CI fixer loop for the current git branch/PR (GitHub Actions + Buildkite). Use when asked to “fix CI”, “make checks green”, or “address failing checks”, and the workflow should: (1) discover failing c...

GitHub

git-commit

zarvent

Generate comprehensive, educational commit messages and execute git commit

GitHub

code-debug-skill

abekdwight

Standardized, hypothesis-driven debug investigation workflow for unexpected behavior, regressions, incidents, flaky tests, or production issues. Use to plan instrumentation, reproduce with decisive signals, com...

GitHub

arog-deployment

ArogyaReddy

Guide deployment strategies, CI/CD setup, and organization rollout for AROG framework. Use when users ask about deployment, GitHub Actions, or organization-wide setup.

GitHub

arog-ai-assistance

ArogyaReddy

Configure and optimize AI assistance (Copilot, agents, skills) for AROG development. Use when users ask about Copilot, custom agents, or AI integration.

GitHub

roadmap-builder

bearhedge

Ruthless feature prioritization using Impact vs Effort matrix and stage-based rules. Prevents feature creep by focusing on retention → core features → monetization → growth. Challenges ideas with validation que...

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