A comprehensive, curated collection of 375 skills and 155 custom droids for Claude AI and Factory's Droid system. This repository aggregates the best skills and droids from multiple sources into a single, well-organized collection ready for immediate use.

• Total Skills: 375
• Total Droids: 155
• Total Commands: 2
• Combined Resources: 532
• Categories: AI/ML, Development, Scientific Research, Business, Security, Design, and more
• Sources: 15+ open-source repositories + personal custom droids
• Format: Factory-compatible SKILL.md, droid .md, and command .md files

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

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

• 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

• 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

• 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

• 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

• Scientific Writing: LaTeX, research papers, citations, peer review
• Clinical: Clinical reports, treatment plans, clinical decision support
• Technical: API documentation, README generation, changelogs

• Document Processing: PDF, DOCX, PPTX, XLSX, Markdown
• Data: CSV analysis, exploratory data analysis
• Notion Integration: Knowledge capture, meeting intelligence
• Developer Tools: Git helpers, testing, security scanning

1. Clone this repository:

   git clone https://github.com/ovachiever/droid-tings.git
   cd droid-tings

2. Install skills:

   # For project-specific skills
   cp -r skills/* .factory/skills/
   
   # For personal skills (available across all projects)
   cp -r skills/* ~/.factory/skills/

3. Install custom droids:

   # For project-specific droids
   cp droids/* .factory/droids/
   
   # For personal droids (available across all projects)
   cp droids/* ~/.factory/droids/

4. Install custom commands:

   # For project-specific commands
   cp commands/* .factory/commands/
   
   # For personal commands (available across all projects)
   cp commands/* ~/.factory/commands/

5. Restart your Droid:

   # Factory will automatically detect new skills, droids, and commands

Skills are self-contained in their own directories with:

• SKILL.md - Main skill definition with YAML frontmatter
• Supporting files (if needed) - References, examples, templates

Droids are autonomous agents defined as:

• .md files with configuration and instructions
• Model selection, tool access, and autonomy levels
• Specialized expertise and domain knowledge

Commands are reusable workflow templates:

• .md files with YAML frontmatter and detailed instructions
• Can be invoked by name with optional arguments
• Combine multiple droids and tools into cohesive workflows
• Usage: /command-name [optional-arguments]

• Skills: Browse the skills/ directory (375 skills organized alphabetically)
• Droids: Browse the droids/ directory (155 custom droids)
• Commands: Browse the commands/ directory (2 workflow commands)

• Skills Index - Complete list organized by category
• Contributing Guidelines - How to add new skills
• License - MIT License

Skills are reusable capabilities that AI agents invoke on demand. They pack instructions, expertise, and tools into a lightweight package.

Key properties:

• Model-invoked – AI decides when to use them based on the task
• Composable – Can be chained together in workflows
• Token-efficient – Focused and not bloated with unused context

A skill can be:

• A workflow – Step-by-step instructions for a task
• Expertise – Domain knowledge and conventions
• Both – Instructions + tools + best practices

Each skill follows the Factory format:

---
name: skill-name
description: When and how to use this skill
version: 1.0.0
---

# Skill Name

## Overview
...

## Instructions
...

• vllm - High-throughput LLM serving with PagedAttention
• langchain - Framework for building LLM applications
• pytorch-lightning - Production-ready deep learning

• biopython - Molecular biology toolkit
• scikit-learn - Machine learning in Python
• rdkit - Cheminformatics and molecular modeling

• nextjs - React framework for production
• cloudflare-workers-ai - AI on Cloudflare's edge network
• drizzle-orm-d1 - Type-safe database ORM

• notion-knowledge-capture - Transform conversations into documentation
• content-creator - SEO-optimized marketing content
• senior-architect - Software architecture guidance

This collection aggregates skills from:

1. Original skill collections (60 skills)
2. ComposioHQ/awesome-claude-skills (19 skills)
3. K-Dense-AI/claude-scientific-skills (111 skills)
4. alirezarezvani/claude-skills (36 skills)
5. alirezarezvani/claude-code-tresor (7 skills)
6. Various specialized repositories (142 skills)

All skills have been verified to work with Factory's Droid system.

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

This collection is released under the MIT License. See LICENSE for details.

Individual skills may have their own licenses - please check each skill's documentation.

Huge thanks to all the original skill creators and the open-source community for making these skills available.

• Factory.ai Documentation
• Factory CLI Skills Guide
• Claude AI

Note: This is a community-maintained collection. Skills are provided as-is. Always review skills before using them in production environments.