ac01fffd9a
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>
21 lines
798 B
TOML
21 lines
798 B
TOML
# Phase 42 — staffing.any task class rules (file-backed).
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#
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# Rules that apply across ALL staffing task classes (fill, rescue,
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# sms_draft, etc). The router registers them once and evaluates them
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# on every staffing.* call.
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[[rule]]
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id = "any.no-destructive-sql-in-context"
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task_class = "staffing.any"
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description = "Reject staffing calls whose SQL context contains destructive verbs"
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action = { type = "Reject", message = "destructive SQL rejected by staffing.any gate" }
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[rule.condition]
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type = "FieldContainsAny"
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field = "sql_context"
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needles = ["drop table", "truncate", "delete from", "drop schema", "drop database"]
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# Additional staffing.any rules (e.g. PII scrubbing, rate limits) can be
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# layered here; see the in-code staffing_rules() for the pii-redact rule
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# that ships by default.
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