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windags-skills
463+ agent skills for Claude Code, Codex, Gemini CLI, Cursor, and 40+ other coding agents.
Built by WinDAGs — DAG orchestration for multi-agent workflows.
next-move · skill search · all skills · install · windags.ai
/next-move
The flagship skill. Tell it what you're working on (or don't — it reads your git state), and it produces a predicted DAG of the highest-impact agents to run next.
/next-move # auto-detect from git + conversation
/next-move fix the flaky auth tests # tell it what you care about
What you get:
- Problem classification — well-structured, ill-structured, or wicked
- 3-8 subtasks decomposed into parallel waves
- Each subtask matched to the best skill from 463+ via BM25 retrieval
- Risk analysis with mitigations (PreMortem agent)
- Time and cost estimates per node
- Accept / Modify / Reject feedback loop
How it works: A 5-agent meta-DAG runs inside your Claude Code session:
Wave 0: Sensemaker — classify the problem, halt gate if uncertain
Wave 1: Decomposer — break into subtasks with dependencies
Wave 2: Skill Selector — BM25 search → match skills to subtasks (parallel)
Wave 2: PreMortem — scan for failure patterns (parallel)
Wave 3: Synthesizer — assemble the predicted DAG + present to user
No extra API keys. No external services. Runs entirely in your Claude session.
Skill Search
BM25 ranked retrieval across the full catalog. Porter stemming, real stopword removal, document-length normalization. Zero API keys — runs locally.
Queries like "drone computer vision" find computer-vision-pipeline and drone-cv-expert. "Wedding photo 3d gaussian" finds wedding-immortalist at 35.9. Stemming handles morphological variants — "deploy" matches "deployment" and "deployed".
DAG Execution
Skills don't just get recommended — they get executed in parallel waves. The WinDAGs engine spawns real agents (claude -p) with skill-injected prompts, running independent nodes concurrently.
Install
Claude Code (plugin):
claude plugin add /path/to/windags-skills
Manual (any agent):
git clone https://github.com/curiositech/windags-skills.git
# Use /next-move:
cp -r windags-skills/skills/next-move ~/.claude/commands/
# Or symlink the whole catalog:
ln -s $(pwd)/windags-skills/skills ~/.claude/skills
Single skill:
cp -r windags-skills/skills/api-architect ~/.claude/commands/
All Skills (463)
| Category | Count | Highlights |
|---|---|---|
| Agent & Orchestration | 78 | dag-orchestrator, next-move, skill-architect, task-decomposer |
| Research & Academic | 61 | raft-consensus, bdi-agents, chain-of-thought, tree-of-thoughts |
| Design & Creative | 46 | design-system-creator, pixel-art, typography, vibe-matcher |
| Backend & Infrastructure | 35 | api-architect, microservices, caching, websocket |
| Cognitive Science | 29 | naturalistic-decision-making, sensemaking, expertise-elicitation |
| AI & Machine Learning | 27 | ai-engineer, RAG, computer-vision, embeddings |
| DevOps & Infrastructure | 26 | github-actions, kubernetes, terraform, docker |
| Frontend & UI | 24 | nextjs, react-performance, animation, framer-motion |
| Data & Analytics | 17 | data-pipeline, dbt, data-viz, dimensional-modeling |
| Mobile Development | 17 | ios, react-native, flutter, swiftui |
| Code Quality & Testing | 16 | vitest, playwright, code-review, refactoring |
| Productivity & Meta | 16 | prompt-engineer, documentation, skill-creator |
| Recovery & Wellness | 16 | sobriety, crisis-intervention, speech-pathology |
| Lifestyle & Personal | 14 | ADHD, grief, finance, interior-design |
| Content & Marketing | 14 | SEO, copywriting, product-launches |
| Career & Interview | 9 | interview-prep, resume, hiring-manager |
| Legal & Compliance | 7 | expungement, HIPAA, legal-tech |
| Video & Audio | 6 | video-production, TTS, sound-design |
| Security | 5 | auth, vulnerability-scanning, zero-trust |