Drop-in domain skill files that turn
Claude Code,Antigravity, andAI Agentsinto a Senior AI Engineer, Architect, and Product Manager.
This repo contains 20 starter skills.
If you want the complete battle-tested suite of 198 production-ready skills (Multi-Agent Crews, LangGraph, pgvector Hybrid Search, GEO/AEO AI Search, OCR Document Parsers, and Safe Tool Governance) used daily in production at Adsy.com:
👉 Get the Full 198-Skill Pack on Gumroad ($49)
| Skill | Category | Description |
|---|---|---|
agent-introspection-debugging |
||
| 🤖 AI Agents | Structured self-debugging workflow & synthetic failure recovery | |
langchain-agent-patterns |
||
| 🤖 AI Agents | Production LangChain LCEL, @tool schema generation & ReAct loops | |
multi-agent-crew-patterns |
||
| 🤖 AI Agents | Hierarchical multi-agent team topologies, DAG tasks & role separation | |
openai-agents-sdk |
||
| 🤖 AI Agents | Multi-agent handoffs, guardrails & Swarm patterns | |
signal-based-ai-agent |
||
| 🤖 AI Agents | Event-driven LangGraph architectures + Redis deduplication | |
pgvector-hybrid-search |
||
| 🔍 RAG & Search | Native vector embeddings + full-text TSVECTOR & Reciprocal Rank Fusion | |
enterprise-rag-knowledge-systems |
||
| 🔍 RAG & Search | Real-time COGS metering & per-tenant token analytics | |
geo-aeo-agent-optimization |
||
| 🌐 AI Search (GEO) | Answer-first formatting for Perplexity, ChatGPT Search & Gemini Overviews | |
airops-programmatic-content-engine |
||
| 🌐 AI Search (GEO) | Scalable content engine with schema.org JSON-LD grounding | |
tdd-workflow |
||
| ⚙️ Engineering | Test-driven development with red-green loops | |
code-review-and-quality |
||
| ⚙️ Engineering | Multi-axis automated code quality reviews | |
security-and-hardening |
||
| 🔒 Security | Pre-flight security checklists, OWASP guardrails & injection defense | |
security-review |
||
| 🔒 Security | API authorization, secrets protection & auth verification | |
api-design |
||
| 📐 Architecture | RESTful & GraphQL design standards, error codes & rate limiting | |
eval-harness |
||
| 🧪 Testing & Evals | Eval-driven development (EDD) framework for agent trajectories | |
mcp-server-patterns |
||
| 🔌 Integrations | Model Context Protocol (MCP) TypeScript/Python servers & Zod tools | |
prd-critic |
||
| 📋 Product | Automated PRD review against user outcomes, edge cases & testability | |
product-spec-generator |
||
| 📋 Product | Spec-driven Product Requirements Document (PRD) generator | |
prompt-engineer |
||
| 🧠 Prompts | Advanced prompt design, zero-shot CoT & system prompt caching | |
ui-ux-pro-max |
||
| 🎨 UI/UX Design | Design tokens, component specs & modern aesthetic guidelines |
git clone https://github.com/yevhens-hue/claude-skills-starter-kit.git
mkdir -p ~/.claude/skills
cp -r claude-skills-starter-kit/skills/* ~/.claude/skills/
mkdir -p ~/.gemini/config/skills
cp -r claude-skills-starter-kit/skills/* ~/.gemini/config/skills/
When you ask Claude to write tests, design an API, optimize for AEO, or build a multi-agent graph, it will automatically load the matching SKILL.md
into its context on demand.
- Give a ⭐️ star on GitHub if you find this useful!
- Sponsor ongoing development: github.com/sponsors/yevhens-hue
MIT © Yevhen Shaforostov
source & further reading
github.com — original article
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