marcopan
159207a8f1
Correzione del gap ereditato (resosi NECESSARIO dal drop del registry, spec 5): il metadata del VectorRecord memory ora porta subject/detail/rationale oltre a type/session_id/tables/concepts. pack_metadata li serializza nel jsonb via **record.metadata. search_similar proietta metadata completo -> la F2 ricostruisce la decisione direttamente dall'hit, senza lookup registro. L1: 4 test (subject/detail/rationale presenti, campi esistenti preservati, no cross-contamination multi-record, save_one_memory propaga il metadata alla riga). Suite: 165 passed.
ThothII harness — tht
The self-contained Pi layer of ThothII: a deterministic Python CLI (tht) + a Pi gate
extension (.pi/extensions/tht-gate.js) that runs the 8-phase NL→SQL workflow,
emitting and consuming widget-descriptor JSON. Derived from the reference implementation as a validated
starting point, adapted (not assumed reliable) to the ThothII contract.
Install
cd harness
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
The tht command is now on PATH. Node ≥ 20 is needed for the gate JS tests
(npm test).
Configure
.env (gitignored — secrets live ONLY here)
cp .env.example .env
# fill in: THT_PROFILE, THT_DB_*, THT_DWH_API_KEY, THT_VEC_API_KEY,
# THT_VEC_WRITE_API_KEY, THT_SSL_CA, THT_OLLAMA_URL, ...
Keys are never logged; URLs are fine. Rotate any key that appeared in chat.
workspaces/<name>.yaml
A workspace wires the relational DWH + the pgvector (dual-key) + embeddings + evidence.
See workspaces/tht.example.yaml. ${THT_*}} tokens expand from .env.
The workflow
workflow.yaml is the single source of workflow truth (spec F2). Eight phases
(F1 chiarimento → F8 datamart). Edit it to change the workflow; phase.py, the gate,
and the skill all read from it — no mirrored constants to drift.
tht phase meta --json # the gate reads workflow facts from here
tht phase meta # human-readable
Run
The harness runs inside Pi (pi --mode rpc, cwd = harness/):
pi --mode rpc
# in Pi: /nuova-domanda "<your question in natural language>"
The gate (tht-gate.js) presents reviewer widgets (widget-descriptor), the reviewer
decides, and tht persists decisions to the append-only ledger (review_decisions.jsonl).
See docs/testing.md for what each interaction level validates.
Test
pytest # L0 (testcontainers, real Postgres) + L1 (pure logic + gate builders)
npm test # gate widget-builder golden + fuzzy tests (JS)
pytest -m l2 # L2: real GLM 5.2 + remote DWH (pre-release; needs .env + VPN + CA bundle)
L0 needs Docker (present on the dev machine). L2 is manual, non-deterministic, and
skips cleanly without .env. See docs/testing.md for the honest split of what each
level covers and — crucially — does not cover.
Layout
tht/ Python package (CLI + workflow + phase + decisions + db/rest/mschema/
vectorstore/evidence/search/session + memory)
.pi/ Pi project (settings, prompts, themes, extensions/tht-gate.js + gate/)
workflow.yaml single source of workflow truth (F2)
workspaces/ workspace YAML definitions (D3)
scripts/ reader/writer RPC SQL for pgvector (D11)
tests/ L0 (testcontainers), L1 (logic + builders), L2 (real model + DB)
docs/ testing guide + workflow editing
Reference
- Architecture spec:
docs/superpowers/specs/2026-06-25-thothii-architecture-design.md - Implementation plan:
docs/superpowers/plans/2026-06-25-harness-implementation.md