high-performance-inference
๐ฏSkillfrom yonatangross/skillforge-claude-plugin
|Optimizes machine learning model inference by implementing advanced performance techniques like batching, caching, and parallel processing for faster and more efficient model predictions.
Part of
yonatangross/skillforge-claude-plugin(165 items)
Installation
/plugin marketplace add yonatangross/orchestkit/plugin install ork/plugin install ork-rag # RAG & retrieval/plugin install ork-fastapi # FastAPI backend/plugin install ork-react # React frontend+ 4 more commands
Skill Details
Overview
# OrchestKit 196 skills ยท 35 agents ยท 120 hooks ยท 33 plugins [](https://claude.ai/claude-code) [](./LICENSE) [](https://github.com/yonatangross/orchestkit)Stop explaining your stack. Start shipping.
---
๐ฎ Explore the Playgrounds โ
Interactive marketplace, demo gallery, setup wizard
---
Quick Start
```bash
/plugin marketplace add yonatangross/orchestkit
/plugin install ork
/ork:doctor
```
That's it. Skills auto-activate. Hooks protect automatically.
---
Why OrchestKit?
Every Claude Code session starts from zero. You explain your stack, patterns, preferencesโagain and again.
OrchestKit gives Claude persistent knowledge of production patterns that work automatically:
| Without | With OrchestKit |
|---------|-----------------|
| "Use FastAPI with async SQLAlchemy 2.0..." | "Create an API endpoint" โ Done right |
| "Remember cursor pagination, not offset..." | Agents know your patterns |
| "Don't commit to main branch..." | Hooks block bad commits |
| "Run tests before committing..." | /ork:commit runs tests for you |
---
What You Get
| Component | Count | Examples |
|-----------|-------|----------|
| Skills | 196 | RAG patterns, FastAPI, React 19, testing, security |
| Agents | 35 | backend-architect, frontend-dev, security-auditor |
| Hooks | 120 | Pre-commit checks, git protection, quality gates |
| Plugins | 33 | Mix and match: ork-rag, ork-fastapi, ork-react |
[Browse everything in the Playgrounds โ](https://orchestkit.vercel.app/marketplace-explorer.html)
---
Key Commands
```bash
/ork:implement # Full-stack implementation with parallel agents
/ork:verify # 6 agents validate your feature
/ork:commit # Conventional commit with pre-checks
/ork:explore # Analyze unfamiliar codebase
/ork:remember # Save to persistent memory
/ork:doctor # Health check
```
---
Install Options
```bash
# Full toolkit (recommended)
/plugin install ork
# Or pick domains
/plugin install ork-rag # RAG & retrieval
/plugin install ork-fastapi # FastAPI backend
/plugin install ork-react # React frontend
/plugin install ork-testing # Testing patterns
```
[Setup Wizard โ](https://orchestkit.vercel.app/setup-wizard.html) helps you pick the right plugins.
---
Configuration
Optional MCP Servers
```bash
/ork:configure
```
| Server | Purpose |
|--------|---------|
| Context7 | Up-to-date library docs |
| Memory | Knowledge graph |
| Mem0 | Semantic search (needs API key) |
Environment
```bash
CLAUDE_PROJECT_DIR # Your project
MEM0_API_KEY # Optional: Mem0 cloud
```
---
FAQ
```bash
/plugin list
/plugin uninstall ork && /plugin install ork
```
Run /ork:doctor to diagnose.
Requires โฅ2.1.27. Check with claude --version.
---
Development
```bash
npm run build # Build plugins from src/
npm test # Run all tests
```
Edit src/ and manifests/, never plugins/ (generated).
See [CONTRIBUTING.md](./CONTRIBUTING.md) for details.
---
What's New
v5.6.0 โ Memory system improvements, graph visualization, queue recovery
- 120 TypeScript hooks (92 global + 28 agent-scoped)
- Interactive [Playgrounds](https://orchestkit.vercel.app/)
- Fire-and-forget hook dispatchers
[Full Changelog โ](./CHANGELOG.md)
---
[Playgrounds](https://orchestkit.vercel.app/) ยท [Issues](https://github.com/yonatangross/orchestkit/issues) ยท [Discussions](https://github.com/yonatangross/orchestkit/discussions) MIT License ยท [@yonatangross](https://github.com/yonatangross)
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