๐ช Custom Droids (155 droids)
Autonomous AI agents with specialized expertise:
- Languages: Python, TypeScript, Rust, Go, Java, C++, Ruby, Elixir, Scala, PHP, and more
- AI/ML Specialists: Prompt engineers, MLOps, model training, inference optimization
- Architecture: System architects, database architects, cloud architects, Kubernetes experts
- Security: Blue team, red team, security coders, compliance experts
- Business: Content marketing, sales automation, customer support, business analysis
- Scientific: Fixed star astrology, harmonic mathematics, temporal analysis
- Quality & Compliance: ISO 13485, ISO 27001, FDA, GDPR, MDR specialists
- DevOps: CI/CD, infrastructure, observability, incident response
- Frontend/Backend: Senior engineers for all major stacks
- Data: Data engineers, data scientists, analytics specialists
๐ฎ Custom Commands (2 commands)
Reusable workflow commands for common tasks:
- start - Comprehensive project onboarding briefing for any codebase
- Systematic analysis using project-onboarding-briefer droid
- Complete system overview, architecture layers, data flow visualization
- Git evolution analysis, code statistics, quality validation
- Professional assessment with ratings and enhancement recommendations
- Phased onboarding roadmap for new team members
- understand - "Understand First, Implement Once" (UFIO) methodology
- Requirements extraction and validation before coding
- Multi-solution approach generation with trade-off analysis
- Detailed implementation planning with approval gates
- Single-session execution for first-time success
- Comprehensive verification and rollback procedures
AI & Machine Learning (80+ skills)
- LLM Frameworks: LangChain, LlamaIndex, DSPy, Guidance, Instructor
- Training & Fine-tuning: TRL, Axolotl, Unsloth, LLaMA-Factory, DeepSpeed
- Inference & Serving: vLLM, SGLang, TensorRT-LLM, LLaMA.cpp
- Optimization: LoRA, QLoRA, GPTQ, Flash Attention, Model Pruning
- Safety & Alignment: Constitutional AI, LlamaGuard, NeMo Guardrails
- Evaluation: LM Evaluation Harness, MLflow, Weights & Biases
Scientific Research (120+ skills)
- Bioinformatics: Biopython, scanpy, scvi-tools, PyDESeq2, AnnData
- Cheminformatics: RDKit, DeepChem, Datamol, MolFeat
- Data Analysis: Pandas, Polars, Dask, Vaex, SciPy, Statsmodels
- Visualization: Matplotlib, Seaborn, Plotly, NetworkX
- Machine Learning: Scikit-learn, PyTorch Lightning, SHAP
- Databases: PubMed, UniProt, PDB, ChEMBL, KEGG, DrugBank, COSMIC
Development & Engineering (100+ skills)
- Frontend: React, Next.js, TailwindCSS, shadcn/ui, Zustand
- Backend: Node.js, FastAPI, Django, Express, Hono
- Databases: PostgreSQL, Drizzle ORM, Supabase
- Cloud: Cloudflare Workers (18 skills), Vercel, AWS
- AI Integration: OpenAI, Anthropic, Google Gemini, ElevenLabs
- Testing: Playwright, Vitest, Jest, E2E patterns
Business & Product (40+ skills)
- Product Management: PRD templates, roadmaps, user stories
- Marketing: Content creation, SEO, demand generation
- Quality & Regulatory: ISO 13485, ISO 27001, FDA compliance, GDPR
- Executive: CEO advisor, CTO advisor, business analysis
Documentation & Writing
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