The vadugwi Space (deucebucket/vadugwi, repo ~/ai-drive/vadugwi) collects anonymous word ratings into the private dataset deucebucket/vadugwi-data. Use them to refine this engine's corpus — human-reviewed, never auto-applied (weights are GA champions; FP-zero).
When enough data has accrued, run ~/ai-drive/vadugwi/tools/aggregate.py:
- Known words — where human mean valence diverges from
compute_vadug(word).v → weight-correction candidates.
- Unknown words — mean human rating → proposed force tuple → new-vocabulary candidates for
engine/vocabulary.py / engine/forces_curated.py.
Then review and adopt only vetted deltas.
Also: the unknown-word harvest currently falls back to corpora because the pet audit (deucebucket/clanker-audit) is still empty. Verify it auto-upgrades to real slang / suspected_gap tokens once the pet logs live usage (~/ai-drive/vadugwi/tools/harvest_unknowns.py).
Context: built 2026-06-17. Related: #31.
The vadugwi Space (
deucebucket/vadugwi, repo~/ai-drive/vadugwi) collects anonymous word ratings into the private datasetdeucebucket/vadugwi-data. Use them to refine this engine's corpus — human-reviewed, never auto-applied (weights are GA champions; FP-zero).When enough data has accrued, run
~/ai-drive/vadugwi/tools/aggregate.py:compute_vadug(word).v→ weight-correction candidates.engine/vocabulary.py/engine/forces_curated.py.Then review and adopt only vetted deltas.
Also: the unknown-word harvest currently falls back to corpora because the pet audit (
deucebucket/clanker-audit) is still empty. Verify it auto-upgrades to real slang /suspected_gaptokens once the pet logs live usage (~/ai-drive/vadugwi/tools/harvest_unknowns.py).Context: built 2026-06-17. Related: #31.