Turns classified Instagram-post data into interest plans, publishes `cited.md`, and evolves
itself on real accept/reject feedback.
Python 3, one shared `venv/`
- Flask — `webui.py`, localhost-only dashboard
- Docker — self-hosted VectorAI DB container
`mlx-community/Qwen3-30B-A3B-4bit` | `mlx_lm` | policy reclassification, taxonomy category naming, item tagging |
| `nomic-ai/nomic-embed-text-v1.5` | `torch`/`transformers` | VectorAI DB embeddings (recall + clustering)
| Senso (`apiv2.senso.ai`) | ✅ real — KB ingest + grounding |
| VectorAI DB (Actian, self-hosted) | ✅ real — episodic memory, taxonomy clustering |
| Pioneer (`api.pioneer.ai`) | ✅ real API call every retrain pass, blocked by account billing — the actual retraining outcome comes from a local reimplementation instead |
| Guild | local JSONL stub, no key |
| Band | not used — replaced with a local ACP-shaped orchestrator |
| Replay.io | credentialed, unused |
| x402/CDP payments | cosmetic banner only |
