Production-ready Claude skills for HUMMBL mental models framework development, multi-agent coordination, and repository management.
This repository contains 6 production-ready Claude skills following the Anthropic Agent Skills specification. Each skill provides comprehensive guidance, templates, and examples for specific domains.
Total Lines of Expertise: 3,359 lines of production-grade guidance
File: mcp-server-developer/
Lines: 425
Purpose: Model Context Protocol (MCP) server implementation for Claude Desktop
Capabilities:
- Complete MCP protocol implementation guidance
- TypeScript + Node.js patterns
- D1 SQLite + FTS5 integration
- Telemetry and analytics setup
- npx package distribution
- Phase 0-4 implementation timeline (29 days)
Use Cases:
- Building MCP servers for Claude Desktop
- Integrating mental models into AI agents
- Edge database design
- Server-side TypeScript architecture
Trigger Keywords: MCP server, Model Context Protocol, Claude Desktop, MCP integration, npx server
File: sitrep-coordinator/
Lines: 645
Purpose: Military-style Situation Reports for multi-agent coordination
Capabilities:
- Structured SITREP generation
- Authorization code management
- Multi-agent handoff protocols
- Status tracking (🟢🟡🔴)
- Escalation frameworks
- 4 coordination patterns
Use Cases:
- Multi-agent project coordination
- Status reporting and updates
- Task handoffs between agents
- Blocker escalation
- Team communication
Trigger Keywords: SITREP, situation report, status update, multi-agent, coordination, handoff
File: github-repository-architect/
Lines: 730
Purpose: Complete GitHub repository setup with production standards
Capabilities:
- Repository initialization (30min-3hr)
- Community health files (README, LICENSE, CONTRIBUTING, etc.)
- Issue and PR templates
- CI/CD workflows (GitHub Actions)
- GitHub Pages deployment
- Branch protection and security
Use Cases:
- Creating new GitHub repositories
- Setting up repository infrastructure
- Automating quality checks
- Documentation site deployment
- Open-source project setup
Trigger Keywords: GitHub repo, repository setup, CI/CD, GitHub Pages, community standards
File: hummbl-framework/
Lines: 239
Version: 1.0-beta (Definitive Reference)
Purpose: Complete Base120 mental models reference with official codes, names, and one-line definitions
Capabilities:
- All 120 validated models with precise coding system
- Perspective / Identity (P1-P20)
- Inversion (IN1-IN20)
- Composition (CO1-CO20)
- Decomposition (DE1-DE20)
- Recursion (RE1-RE20)
- Meta-Systems (SY1-SY20)
- Model selection guidance with quick reference table
- One-line definitions for rapid agent coordination
- Validation checklist to ensure correct usage
- Complete provenance and source documentation
Use Cases:
- Mental model reference and application
- Model selection for problem-solving
- Transformation analysis
- MCP server development (model knowledge)
- Agent training and coordination
- Strategic decision-making
Trigger Keywords: HUMMBL, Base120, mental models, transformations, framework, P1-P20, IN1-IN20, CO1-CO20, DE1-DE20, RE1-RE20, SY1-SY20
File: transformation-workflow/
Lines: 720+
Purpose: Practical application guide for 6 HUMMBL transformations
Capabilities:
- 6 complete transformation workflows
- When-to-use guides for each transformation
- Output templates and formats
- Combination patterns (P→DE→CO, etc.)
- Real-world examples
- Common pitfalls and solutions
Use Cases:
- Applying mental models to problems
- Transformation selection guidance
- Multi-model analysis
- Structured problem-solving
- Strategic thinking workflows
Trigger Keywords: transformation, workflow, P/IN/CO/DE/RE/SY, mental model application
File: ui-ux-designer/
Lines: 600+
Purpose: Modern UI/UX design for web and mobile applications
Capabilities:
- Design principles (visual hierarchy, consistency, affordance)
- User research and testing
- Interaction patterns
- Accessibility (WCAG 2.1)
- Responsive design (mobile-first)
- Modern frameworks (Tailwind CSS, shadcn/ui, Material UI)
- Complete workflow (research → design → implementation → testing)
- Code examples and patterns
Use Cases:
- Web application UI design
- Mobile app interfaces
- Design system creation
- Accessibility compliance
- Responsive layouts
- Component libraries
Trigger Keywords: UI/UX, design, interface, accessibility, responsive, Tailwind, user experience
- Clone this repository:
git clone https://github.com/hummbl-dev/hummbl-claude-skills.git- Symlink to Claude Code skills directory:
ln -s /path/to/hummbl-claude-skills ~/.claude/skills/hummbl- Verify skills loaded:
claude skills listSkills can be loaded via the Agent SDK or directly in your application:
import { Skill } from '@anthropic-ai/sdk/skills';
const mcpSkill = await Skill.load('path/to/mcp-server-developer/SKILL.md');Follow Anthropic's documentation for using skills on Claude.ai.
// With MCP Server Developer skill loaded
const prompt = `
Create an MCP server that exposes mental model transformations.
Include: TypeScript, D1 database, 3 endpoints (perspective, decompose, synthesize)
`;The skill will guide through:
- Project scaffolding
- Database schema
- Endpoint implementation
- Telemetry setup
- Testing and deployment
// With SITREP Coordinator skill loaded
const prompt = `
Generate a SITREP for our MCP server project.
Status: Week 1 complete, 3 endpoints done, database operational.
Auth code: HUMMBL-MCP-WEEK1-001
`;Output: Military-style structured status report with completed/in-progress/blocked sections.
// With HUMMBL Framework + Transformation Workflow skills loaded
const prompt = `
Analyze this product decision using HUMMBL transformations:
Should we build feature X or feature Y?
Apply Perspective, Decomposition, and Meta-Systems transformations.
`;Result: Multi-perspective analysis with stakeholder mapping, component breakdown, and systems thinking.
All skills meet production quality standards:
| Criterion | Target | Status |
|---|---|---|
| Format Compliance | 100% Anthropic spec | ✅ |
| Comprehensiveness | >300 lines | ✅ |
| Real Examples | 2+ per skill | ✅ |
| Templates | Included | ✅ |
| Best Practices | Documented | ✅ |
| Common Pitfalls | Addressed | ✅ |
Overall Quality: 10/10 (Context Engineering validation)
Each skill follows this structure:
skill-name/
├── SKILL.md # Main skill file with YAML frontmatter
└── README.md # Skill-specific documentation
SKILL.md Format:
---
name: skill-name
description: What this skill does and when to use it
---
# Skill Name
[Comprehensive guidance, templates, examples]We welcome contributions! To add a new skill:
- Fork this repository
- Create skill directory with SKILL.md and README.md
- Follow Anthropic .skill format specification
- Include real-world examples (minimum 2)
- Document common pitfalls
- Submit pull request
See CONTRIBUTING.md for detailed guidelines.
- HUMMBL Unified Tier Framework - Problem complexity classification and learning progression framework
- HUMMBL MCP Server (Coming Soon) - MCP server implementation using these skills
- HUMMBL API (Planned) - RESTful API for mental models
- Documentation: https://hummbl-dev.github.io/HUMMBL-Unified-Tier-Framework/
- Anthropic Skills Guide: https://docs.claude.com/en/docs/agents-and-tools/agent-skills
- MCP Specification: https://spec.modelcontextprotocol.io/
- HUMMBL Website: https://hummbl.io
MIT License - see LICENSE file for details.
HUMMBL, LLC
- Framework Design: HUMMBL Research Team
- Skills Development: Multi-Agent Development Team
- Validation: Context Engineering Agent
- Quality Assurance: 10/10 production standard
If you use these skills in your research or project, please cite:
@software{hummbl_claude_skills,
title = {HUMMBL Claude Skills},
author = {HUMMBL, LLC},
year = {2025},
url = {https://github.com/hummbl-dev/hummbl-claude-skills},
version = {1.0.0}
}See CHANGELOG.md for version history.
For issues, questions, or feedback:
- Issues: https://github.com/hummbl-dev/hummbl-claude-skills/issues
- Discussions: https://github.com/hummbl-dev/hummbl-claude-skills/discussions
Built with ❤️ by HUMMBL for the Claude AI community