matrix-agent-validated/mcp-server/samples/staffing_roster_sample.csv
profit ac01fffd9a checkpoint: matrix-agent-validated (2026-04-25)
Architectural snapshot of the lakehouse codebase at the point where the
full matrix-driven agent loop with Mem0 versioning + deletion was
validated end-to-end.

WHAT THIS REPO IS
A clean single-commit snapshot of the lakehouse code. Heavy test data
(.parquet datasets, vector indexes) excluded — see REPLICATION.md for
regen path. Full lakehouse history at git.agentview.dev/profit/lakehouse.

WHAT WAS PROVEN
- Vector retrieval across multi-corpora matrix (chicago_permits + entity
  briefs + sec_tickers + distilled procedural + llm_team runs)
- Observer hand-review (cloud + heuristic fallback) gating each candidate
- Local-model agent loop (qwen3.5:latest) with tool use + scratchpad
- Playbook seal on success → next-iter retrieval surfaces it as preamble
- Mem0 versioning + deletion in pathway_memory:
    * UPSERT: ADD on new workflow, UPDATE bumps replay_count on identical
    * REVISE: chains versions, parent.superseded_at + superseded_by stamped
    * RETIRE: marks specific trace retired with reason, excluded from retrieval
    * HISTORY: walks chain root→tip, cycle-safe

KEY DIRECTORIES
- crates/vectord/src/pathway_memory.rs — Mem0 ops live here
- crates/vectord/src/playbook_memory.rs — original Mem0 reference
- tests/agent_test/ — local-model agent harness + PRD + session archives
- scripts/dump_raw_corpus.sh — MinIO bucket dump (raw test corpus)
- scripts/vectorize_raw_corpus.ts — corpus → vector indexes
- scripts/analyze_chicago_contracts.ts — real inference pipeline
- scripts/seal_agent_playbook.ts — Mem0 upsert from agent traces

Replication: see REPLICATION.md for Debian 13 clean install + cloud-only
adaptation (no local Ollama).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-25 19:43:27 -05:00

27 lines
3.8 KiB
CSV

worker_id,name,role,city,state,email,phone,skills,certifications,availability,reliability,archetype
W-1001,Sarah Johnson,Forklift Operator,Chicago,IL,sarah.johnson@example.com,(312) 555-0101,pallet jack|hazmat|loading dock,OSHA-10|Forklift,0.92,0.88,reliable
W-1002,Michael Chen,Welder,Toledo,OH,m.chen@example.com,(419) 555-0234,TIG|MIG|blueprint reading|grinder,OSHA-10|AWS D1.1,0.71,0.94,specialist
W-1003,Maria Rodriguez,Warehouse Associate,Chicago,IL,maria.r@example.com,(312) 555-0311,inventory|RF scanner|pick-to-light,OSHA-10,0.85,0.80,reliable
W-1004,David Park,Machine Operator,Detroit,MI,dpark@example.com,(313) 555-0412,CNC|gauge R&R|lean manufacturing,OSHA-10|First Aid,0.60,0.91,specialist
W-1005,Jennifer Lopez,Loader,Chicago,IL,j.lopez@example.com,(312) 555-0501,loading dock|team lead|cold storage,OSHA-10|Forklift,0.95,0.76,communicator
W-1006,Robert Williams,Maintenance Tech,Milwaukee,WI,rwilliams@example.com,(414) 555-0612,electrical|PLC|hydraulics|CMMS,OSHA-10|LOTO,0.45,0.93,specialist
W-1007,Amanda Taylor,Quality Tech,Toledo,OH,a.taylor@example.com,(419) 555-0701,ISO 9001|calibration|root cause analysis,OSHA-10|Six Sigma Green,0.80,0.87,leader
W-1008,Carlos Mendoza,Electrician,Chicago,IL,c.mendoza@example.com,(312) 555-0808,conduit|motor controls|troubleshooting,OSHA-30|NEC,0.88,0.96,specialist
W-1009,Kim Nguyen,Forklift Operator,Detroit,MI,k.nguyen@example.com,(313) 555-0915,pallet jack|shipping|team lead,OSHA-10|Forklift,0.73,0.82,flexible
W-1010,James O'Brien,Welder,Milwaukee,WI,jobrien@example.com,(414) 555-1021,TIG|pipe welding|confined space,OSHA-10|AWS D1.1,0.90,0.79,reliable
W-1011,Priya Patel,Production Worker,Chicago,IL,priya.p@example.com,(312) 555-1118,line work|first article|labeling,OSHA-10,0.66,0.85,reliable
W-1012,Thomas Anderson,Material Handler,Toledo,OH,tanderson@example.com,(419) 555-1225,RF scanner|pallet jack|receiving,OSHA-10|Forklift,0.82,0.77,flexible
W-1013,Lisa Nakamura,Warehouse Associate,Detroit,MI,l.nakamura@example.com,(313) 555-1312,inventory|Excel|packaging,OSHA-10,0.77,0.89,communicator
W-1014,Brandon Moore,Machine Operator,Milwaukee,WI,b.moore@example.com,(414) 555-1405,CNC|SPC|conveyor ops,OSHA-10,0.56,0.94,specialist
W-1015,Emily Zhang,Assembler,Chicago,IL,emily.z@example.com,(312) 555-1502,assembly|gauge R&R|line lead,OSHA-10|Six Sigma Yellow,0.91,0.81,leader
W-1016,Marcus Johnson,Forklift Operator,Toledo,OH,mjohnson@example.com,(419) 555-1609,pallet jack|hazmat|overhead crane,OSHA-10|Forklift|Hazmat,0.68,0.88,reliable
W-1017,Anita Brooks,Line Lead,Detroit,MI,a.brooks@example.com,(313) 555-1715,team lead|training|SPC,OSHA-30|Six Sigma Green,0.52,0.97,leader
W-1018,Dmitri Volkov,Welder,Chicago,IL,d.volkov@example.com,(312) 555-1820,TIG|MIG|blueprint reading,OSHA-10|AWS D1.1|Confined Space,0.84,0.83,specialist
W-1019,Rachel Kim,Loader,Milwaukee,WI,r.kim@example.com,(414) 555-1911,loading dock|first aid|bilingual,OSHA-10|First Aid,0.79,0.84,communicator
W-1020,Samuel Park,Maintenance Tech,Toledo,OH,spark@example.com,(419) 555-2012,electrical|PLC|troubleshooting|CMMS,OSHA-10|LOTO,0.70,0.92,specialist
W-1021,Jordan Williams,Quality Tech,Detroit,MI,j.williams@example.com,(313) 555-2117,ISO 9001|calibration|SPC,OSHA-10|Six Sigma Green,0.83,0.86,leader
W-1022,Natalia Soto,Warehouse Associate,Chicago,IL,n.soto@example.com,(312) 555-2221,RF scanner|inventory|team lead,OSHA-10,0.89,0.90,communicator
W-1023,Henry Chen,Machine Operator,Milwaukee,WI,h.chen@example.com,(414) 555-2318,CNC|conveyor ops|root cause,OSHA-10,0.64,0.93,specialist
W-1024,Ava Martinez,Forklift Operator,Toledo,OH,a.martinez@example.com,(419) 555-2411,pallet jack|bilingual|cold storage,OSHA-10|Forklift,0.87,0.80,flexible
W-1025,Tyler Rodriguez,Production Worker,Chicago,IL,t.rodriguez@example.com,(312) 555-2515,line work|packaging|quality inspection,OSHA-10,0.74,0.86,reliable