多代理协调框架

🌍 Kopano Context

Current KPGS semantic-governance repository: RobynAwesome/Introduction-to-MCP
Stateless-renter invariant: I_AM_STATELESS_RENTER_NOT_LANDLORD

Full-Stack Multi-Agent Orchestration & South African Impact Ecosystem Official Reference Implementation for the Model Context Protocol (MCP)

📧 Contact: rkholofelo@gmail.com

Orchestrating intelligent discussions. Unifying social context. Empowering South African innovation.

Kopano — from Sesotho & Setswana: "gathering" or "meeting together." Status: 🔥 FULL STACK DEMO READY (Verified 2026-04-11)

🛡️ Kopano SafeSkill — Trust Layer for AI Tools

• ✅ Safety Score: 100/100 passes (Verified: 2026-04-11)
• ✅ Hardened Codebase: Zero hardcoded secrets or PII in source files.
• ✅ Sanitized Testing: Test payloads and mock keys are fully redacted.
• ✅ Infrastructure Hardened: Configured via encrypted environment variables only.
• ✅ Scanned & protected by SafeSkill
• ✅ Listed in the SafeSkill registry
• ✅ Safe to use in production

🌐 The Kopano Ecosystem

✨ Key Capabilities

• Multi-Provider Mesh — Orchestrate Anthropic, Google (Gemini), xAI (Grok), and OpenAI in parallel.
• Smart Moderation — Intelligent Moderator AI keeps discussions filtered, focused, and goal-oriented.
• KasiLink Bridge — Verified integration with the KasiLink marketplace for gig-matching and utility notification.
• WhatsApp Gateway — Real-time mobile broadcast via whin2 RapidAPI bridge (Success Verified).
• Persistent Data Lake — High-fidelity logging to SQLite for auditing, replay, and JSONL training data generation.
• Microsoft Staging — Native support for Azure OpenAI, application insights telemetry, and azd deployment.
• Long-term Memory — Persistent associative memory ensures agents recall context across sessions.

🌐 Production Surface

• Kopano Context Studio: www.kopanolabs.com
• Kasilink Market: www.kasilink.com (Beta)
• Support & Governance: rkholofelo@gmail.com

📁 Repository Layout

• Core Engine: kopano-core/ (The primary Python package)
  • Install: pip install -e ./kopano-core
• Studio Interface: kopano-core/studio/ (The Next.js visualization dashboard)
  • Run: npm run dev or npm run build
• KasiLink Bridge: KasiLink/ (The Next.js marketplace integration)
  • Verified with real Auth (Clerk) and Persistence (MongoDB Atlas).
• Orchestration Vault: Schematics/ (Obsidian 2nd Brain)
  • The canonical status, training, and session governance layer.

🚀 Quick Start

1. Environment Setup

Populate the root .env with your keys (Azure, Clerk, Atlas, etc.). Sync to targets:

# Sync to frontend and backend targets
Copy-Item .env KasiLink/.env.local -Force
Copy-Item .env kopano-core/.env -Force

2. Install & Configure

cd kopano-core
pip install -e .
kopano agents config assistant --provider anthropic --model claude-3-5-sonnet-latest

3. Launch the Control Plane

# Start API & Studio (GUI)
kopano serve api

Access the dashboard at http://127.0.0.1:8000.

4. Verify Full Stack Connectivity

# Smoke test for demo readiness
python scripts/demo_day_smoke.py --json
# Test WhatsApp delivery
kopano whatsapp test --message "Ecosystem Online" --recipient "+27..."

🗺️ Roadmap: The 10 Phases

• Phase 1-4: Core Execution, Memory, Tool Use, and KasiLink Integration (✅ COMPLETE)
• Phase 5: Reliability, CI Hardening, and Microsoft Readiness (✅ COMPLETE)
• Phase 6: Labs Portfolio, SA Tool Packaging, and Forge Workspace (✅ OPERATIONAL)
• Phase 7: SA Language Engine & Speech-Access (In Progress)
• Phase 8: Cowork Creator Surfaces & Studio Code tracks (Active Buildout)
• Phase 9: Global Research, Free/Premium Mapping, and Feedback Loops (Planned)
• Phase 10: Scaled Release & Ecosystem Maturity (Planned)

🌍 Kopano Labs — South African Impact Tools

🎨 Design System

Security & Ethics

• Zero-Secret Commit Policy: Keys are never tracked. See .gitignore.
• SafeSkill First: All tools are audited for injection and exfiltration risks.
• Privacy Policy: Data Lake persistence is local-first by default.

License

MIT © RobynAwesome