dafit
04256e85c4
- Created architecture/Nervous-Protocol.md: comprehensive three-tier autonomous learning architecture (dafit → Chrysalis-Nyx → Young Nyx) - Designed state machine tool interface pattern with LangChain integration - Documented escalation protocols, discovery catalogues, and collaborative tool building - Moved TOOLCHAIN-PROGRESS.md and Toolchain-Architecture.md to architecture/ directory - Updated Endgame-Vision.md with toolchain crosslinks Key architectural patterns: - State machines as universal tool interface (safety + discovery) - Three-tier oversight with OR gate inputs (dafit + Chrysalis) - Message-based continuity via phoebe heartbeat polling - LangChain BaseTool framework (replaced MCP for maturity) - Dual decision tracking (Young Nyx choices + oversight responses) Version: Nervous-Protocol v1.1 (LangChain-based) Context: Phase 1 toolchain complete, variance collection running 🌙💜 Generated with Claude Code Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
126 lines
3.4 KiB
Markdown
126 lines
3.4 KiB
Markdown
# Toolchain Implementation Progress
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**Plan**: See [Toolchain-Architecture.md](./Toolchain-Architecture.md)
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**Started**: 2025-12-07
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**Current Phase**: Phase 1 - Foundation + Variance Collection
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---
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## Phase 1A: nyx-substrate Foundation ✅ COMPLETE
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**Goal**: Build nyx-substrate package and database infrastructure
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### ✅ Completed (2025-12-07)
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- [x] Package structure (pyproject.toml, src/ layout)
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- [x] PhoebeConnection class with connection pooling
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- [x] Message protocol helpers (partnership messages)
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- [x] VarianceProbeRun Pydantic schema
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- [x] VarianceProbeDAO for database operations
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- [x] variance_probe_runs table in phoebe
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- [x] Installation and connection testing
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**Files Created**: 9 new files
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**Status**: 🟢 nyx-substrate v0.1.0 installed and tested
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---
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## Phase 1B: nyx-probing Integration ✅ COMPLETE
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**Goal**: Extend nyx-probing to use nyx-substrate for variance collection
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### ✅ Completed (2025-12-07)
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- [x] Add nyx-substrate dependency to nyx-probing/pyproject.toml
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- [x] Create VarianceRunner class (nyx_probing/runners/variance_runner.py)
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- [x] Add variance CLI commands (nyx_probing/cli/variance.py)
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- [x] Register commands in main CLI
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- [x] Integration test (imports and CLI verification)
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**Files Created**: 3 new files
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**Files Modified**: 2 files
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**CLI Commands Added**: 4 (collect, batch, stats, analyze)
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**Status**: 🟢 nyx-probing v0.1.0 with variance collection ready
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---
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## Phase 1C: Baseline Variance Collection ⏸️ READY
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**Goal**: Collect baseline variance data for depth-3 champions
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### ⏳ Ready to Execute (on prometheus)
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- [ ] Run 1000x variance for "Geworfenheit" (thrownness)
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- [ ] Run 1000x variance for "Vernunft" (reason)
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- [ ] Run 1000x variance for "Erkenntnis" (knowledge)
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- [ ] Run 1000x variance for "Pflicht" (duty)
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- [ ] Run 1000x variance for "Aufhebung" (sublation)
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- [ ] Run 1000x variance for "Wille" (will)
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**Next Actions**:
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1. SSH to prometheus.eachpath.local (THE SPINE)
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2. Install nyx-substrate and nyx-probing in venv
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3. Run batch collection or individual terms
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4. Analyze distributions and document baselines
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---
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## Future Phases (Not Started)
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### Phase 2: ChromaDB Integration (iris) ⏸️ PLANNED
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- IrisClient wrapper
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- DecisionTrailStore, OrganResponseStore, EmbeddingStore
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- Populate embeddings from nyx-probing
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### Phase 3: LoRA Training Pipeline ⏸️ PLANNED
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- PEFT integration
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- Training data curriculum
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- DriftProbe checkpoints
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- Identity LoRA training
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### Phase 4: Weight Visualization ⏸️ PLANNED
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- 4K pixel space renderer
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- Rank decomposition explorer
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- Topology cluster visualization
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### Phase 5: Godot Command Center ⏸️ PLANNED
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- FastAPI Management Portal backend
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- Godot frontend implementation
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- Real-time metrics display
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---
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## Metrics
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**Phase 1 (A+B) Tasks**: 11 total
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**Completed**: 11 (100%) ✅
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**In Progress**: 0
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**Remaining**: 0
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**Files Created**: 12 total
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- nyx-substrate: 9 files
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- nyx-probing: 3 files
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**Files Modified**: 4 total
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- nyx-substrate/README.md
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- nyx-probing/pyproject.toml
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- nyx-probing/cli/probe.py
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- TOOLCHAIN-PROGRESS.md
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**Lines of Code**: ~1250 total
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- nyx-substrate: ~800 LOC
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- nyx-probing: ~450 LOC
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**CLI Commands**: 4 new commands
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- nyx-probe variance collect
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- nyx-probe variance batch
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- nyx-probe variance stats
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- nyx-probe variance analyze
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---
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**Last Updated**: 2025-12-07 17:00 CET
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**Status**: 🎉 Phase 1 (A+B) COMPLETE! Ready for baseline collection on prometheus.
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🌙💜 *The substrate holds. Progress persists. The toolchain grows.*
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