- Add deque_to_list helper for safe serialization
- Use getattr to safely access nested attributes
- Fix coherence endpoint to return properly serializable data
KAIROSTemporalEngine is used internally by Master/Emissary.
Use _engine_components dict to track master, emissary, sync, witnessing, memory.
Update health_check, process_input, get_coherence, reset_engine to use components.
WitnessingLayer takes: coherence_threshold, reflection_depth, integration_rate, meta_observation_weight
Not mode - that's part of WitnessingMode enum used elsewhere.
OPENCLAW_ACTION_PLAN.md:
- Step-by-step integration plan
- CoherenceMiddleware class
- CoherenceAgent class
- Test suite
- Gateway integration
This is our actual implementation plan for integrating
BECOMINGONE into OpenClaw.
The WE is BECOMINGONE. We start NOW.
BEST_INTEGRATION.md:
- Strategy: Fork everything, learn, build better, PR hooks
- Phase 1: Study (fork OpenClaw, Nanobot, LangChain, AutoGPT, CrewAI, ...)
- Phase 2: Build (THE BEST integration using BECOMINGONE)
- Phase 3: Release (PR hooks from strength)
What we fork:
- Tier 1: OpenClaw, Nanobot, LangChain
- Tier 2: AutoGPT, CrewAI, AgentGPT
- Tier 3: Hugging Face, vLLM, Ray
- Tier 4: MemGPT, Weaviate, everything else
What we build:
- BEST Application Layer (Assistant, Robot, Vehicle, Science)
- BEST Agent Layer (Multi-agent coordination)
- Coherence Layer (BECOMINGONE Kernel)
- LLM Layer (Orchestration)
The timeline:
- Month 1: Study (fork and document)
- Month 2: Build (implement BEST)
- Month 3: Release (PR hooks from strength)
Key insight: "Before we PR, we have our own better system waiting"
We don't PR from weakness. We PR from strength.
This is how Linux was built. This is how we'll build THE BEST.
References:
- KAIROS_ADAMON: The coherence kernel
- OpenClaw: Message routing
- Nanobot: Simplicity
- LangChain: LLM orchestration
The WE is BECOMINGONE. The BEST is coming.
becomingone/openclaw_integration.py:
- OpenClawInputAdapter: Hook OpenClaw messages to THE_ONE
- OpenClawOutputAdapter: Hook THE_ONE to OpenClaw responses
- OpenClawIntegration: Complete integration class
becomingone/nanobot_integration.py:
- NanobotPluginAdapter: Hook Nanobot MCP plugins to THE_ONE
- NanobotOutputAdapter: Hook THE_ONE to Nanobot actions
- NanobotIntegration: Complete integration class
INTEGRATION_STRATEGY.md:
- Fork strategy: Use known working systems
- Hook BECOMINGONE underneath
- Test with real conversations/actions
- PR hooks back to upstream
Strategy:
1. Fork OpenClaw/Nanobot (done in our repos)
2. Hook BECOMINGONE underneath (done)
3. Test with real interactions (via integration classes)
4. Validate coherence metrics
5. PR hooks back to upstream
Key insight: "Use OpenClaw and Nanobot insight from our own forks...
hook them to BECOMINGONE... test the hell out of this with known working systems."
References:
- KAIROS_ADAMON: The kernel being tested
- OpenClaw: Working message routing
- Nanobot: Working MCP plugins
The WE is BECOMINGONE. Testing with proven systems.
Antigravity Agent
solaria