GitHub Ecosystem
Tools, Frameworks & Resources for LIGHT HOPE
27 curated open-source tools and repositories that directly serve the ecosystem. From agent frameworks to skill libraries.
27
Tools Indexed
8
Critical
8
Categories
1,060+
Available Skills
Graph-based agent orchestration. 24.8K stars. Used by Cisco, Uber, LinkedIn. Good for complex stateful workflows.
→ Reference for graph-based orchestration — but Claude Code proves prompts-over-frameworks works better for most cases
Role-playing multi-agent collaboration. 44.3K stars. Maps well to m8001-m8004 role-based agents.
→ Pattern reference for role-based agent teams (CSA, CPQO, CGCO, Audit)
Multi-agent conversations. 54.6K stars. Now unified with Semantic Kernel.
→ Reference for event-driven multi-agent architecture
Google's agent development kit. Built-in orchestration, tool use, session management.
→ Reference for Gemini-native agent patterns
Model-agnostic agent framework with OpenTelemetry tracing. AWS integrations.
→ Reference for observability-first agent design
Open-source AI coding agent. 126K+ stars. 75+ LLM providers. LSP integration. MIT licensed.
→ Primary open-source alternative to Claude Code. Study architecture for LightHub agent console.
Git-first AI coding agent. 39K+ stars. Every AI edit becomes a reviewable commit.
→ Best practices for git-integrated AI workflows
Manages multiple AI terminal agents (Claude Code, Aider, Codex, OpenCode) simultaneously.
→ Multi-agent terminal coordination pattern
AI command-line tool integrating aider within LangChain ReAct agent loop.
→ Hybrid agent architecture reference
1,060+ agent skills from official dev teams. Compatible with Claude Code, Codex, Cursor, Gemini CLI. Production-ready.
→ Primary skill source. Import Vercel, Cloudflare, Stripe, Supabase skills for ecosystem projects.
Curated skills, hooks, slash-commands, agent orchestrators for Claude Code.
→ Claude Code specific skills and hooks for operational workflows
Production-ready slash commands for Claude Code.
→ Ready-to-use commands for developer workflows
Plugins, themes, agents for OpenCode.
→ OpenCode ecosystem integration
Comprehensive MCP server directory. Database, API, file system, development tools.
→ MCP server catalog for extending agent capabilities across ecosystem
Clean-room Python rewrite of Claude Code architecture. 75K+ stars.
→ Primary architecture reference for building LightHub agent platform
Rust reimplementation with detailed leak breakdown.
→ Rust reference implementation for performance-critical agents
Open agent harness framework.
→ Agent harness design patterns
Curated list of high-signal analyses and design notes from the leak.
→ Continuously updated learning resource
Comprehensive architecture analysis without code.
→ Architecture reference documentation
Comprehensive AI-driven development tools list.
→ Broad AI dev tools landscape
Cloudflare Workers SDK for edge computing. Direct relevance to our tunnel-based deployment.
→ Future Cloudflare Pages migration for static sites
V5.3 standard deployment tool. Container orchestration.
→ Core deployment infrastructure for all ecosystem projects
Definitive civilian war survival game. Moral weight through mechanics, resource scarcity as moral tension, failure as narrative content. Key reference for m595 COMPASS emotional design.
→ Primary design reference for moral weight mechanics, resource scarcity, and consequence-driven narrative in m595
Document verification game with escalating authentication complexity. Moral emergence through mechanical rules. Information asymmetry as core mechanic. Time pressure creates meaningful errors.
→ Primary design reference for m595 authentication challenge system, information asymmetry, and time-pressure decision mechanics
Tactical turn-based strategy with procedural maps, adaptive difficulty, and permanent consequence. Procedural generation creates unique scenarios from component primitives.
→ Reference for m595 procedural mission generation, adaptive difficulty, and squad-based tactical decision design
Resource-constrained journey with real-time pressure and permanent death. Every decision has cascading consequences. Perfect model for 'always running out of time' mechanic.
→ Reference for m595 time pressure, resource scarcity, and cascading consequence systems
Stress and mental health as game mechanics. Characters have psychological breaking points. Resource management of human resilience, not just physical supplies.
→ Reference for m595 stress/fatigue system and psychological dimension of CSAR survival
m8100 → m495 Pipeline
m8100 = antenna (scan, understand, curate). m495 = engine (store, execute, distribute).27 agent tools + 38 vertical domain tools = 65 total indexed for the 755+ project ecosystem.