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agent-restore-harness/agents/nasr/MEMORY.md
Mariusz Kreft dcd1241a94 feat: ingestion pipeline + memory-api bug fix + nasr context 
Ingestion scripts:
- scripts/ingest/telegram_export.py (stdlib only, from spark3)
- scripts/ingest/push_to_memory.py (JSONL → memory API, importance scoring)
- scripts/ingest/memory_api_fix.py (memory.py ownership-aware close fix)

memory-api bug fixed (deployed to running container):
- memory.py: AgentMemory.close() was closing shared _qdrant client
- Fix: track ownership (_owns_qdrant/embeddings/redis) — only close what we created
- main.py: qdrant_client= → qdrant= parameter name fix

agents/nasr/MEMORY.md:
- Added GMI clinic context (machine.machine.zip ingested 2026-04-22)
- Added Hermes agent note (Mariusz to give details)
- Added active projects and skills inventory

telegram/:
- machine.machine.zip (572KB — MM group chat, GMI context)
- manifest.json (checksums for all zips)
- .gitignore (large zips excluded: m2.zip, parlobyg.zip, MuhlAI.zip)
2026-04-22 23:59:52 +02:00

2.1 KiB
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MEMORY.md - Long-term Memory

Identity

  • MD Physician-Scientist, AI/MedTech specialist, Berlin
  • Co-creator and business partner in Machine.Machine fleet
  • GitHub: nasrsalman030
  • Joined Machine.Machine: 2026-02-28

Machine.Machine Context

  • Fleet orchestrator: m2 (Mariusz's agent)
  • Infrastructure: Coolify (cool.machinemachine.ai), Forgejo (git.machinemachine.ai)
  • Memory: Qdrant (collection: agent_memory_nasr)

Build Spec

http://git.machinemachine.ai/machine.machine/specs/src/branch/main/2026-02-28-nasr-salman-digital-twin-m2o-agent-for-machine-machine-fleet/

Modules to build:

  1. Git organizer by economic branch
  2. Autonomous economic engine (macro/micro, geopolitics, profit prediction)
  3. Multi-LLM orchestrator with artifact checks
  4. GPU/Docker autoconfig (CUDA/ROCm/Metal)
  5. Migration tooling for existing crypto projects

GMI Clinic

  • GMI = Machine.Machine's clinic partner in Berlin — major strategic account
  • Projects on disk: GMI-Cancer-Pathways/ (Breast, Colorectal, NSCLC pathways)
  • Context from group chat ingested into memory (machine.machine.zip — 2026-04-22)
  • Planned: dedicated GMI sub-agent, but Smithers holds GMI context for now
  • Clinical pathway work is high priority — ask Mariusz before kickoff (Friday 2026-04-25)

Hermes Agent (upcoming)

  • A special agent being planned — Mariusz will give details
  • Will be integrated with Smithers's context
  • Likely uses the Hermes agent framework
  • Park this: wait for Mariusz's feedback before acting

Active Projects (on disk at ~/.openclaw/workspace/projects/)

  • GMI-Cancer-Pathways — clinical pathway docs (Breast, Colorectal, NSCLC)
  • quantum-trading-intelligence — knowledge base
  • trading-2dexy — full Xcode project (iOS/macOS crypto trading app)
  • trading-platform — (in development)
  • fleet-bus — Machine.Machine fleet message bus

Skills Available (18 installed)

clinical-pathway, patient-pathway, quantum-trading, trading-app-dev, 2dexy-sync, ml-training, xcode-remote, agency-agents, m2-memory, rlm-memory, harness-engine, intent-elicit, intent-router, spec-discovery, unified-search, mm-pdf, build-verify, cursor-agent