Documenting a completed feature on the liam-cyberpro fork for upstream awareness — no upstream action required. (A cross-repo PR isn't possible: the fork is not in this repo's GitHub fork network, and per standing convention no branches are pushed here.)
Full implementation + review trail: https://github.com/liam-cyberpro/Deus/pull/28
Summary
Generic, dependency-free seam in evolution/ for external trace sources and human annotation write-back:
interactions.source_ref — set-once external-origin ref (COALESCE-preserved upsert, indexed) for exact source matching (replaces prompt-prefix heuristics).interactions.human_score/comment/scored_at/processed_at — human ground-truth feedback; NULL-safe idempotent updates (IS, not the NULL-poisoned !=).reflections.polarity — persisted 'corrective'|'positive' threaded through all 8 interaction-keyed save_reflection writers; a completeness test pins the writer list. Persisted rather than inferred because category sets collide between generators and score_at_gen is decoupled from polarity by the user-signal writer and env-tunable thresholds.maintenance.process_human_feedback — direction-aware routing (human-low → corrective; human-high overriding a judge false-negative → positive, eps-tolerant boundary) + zone-alignment archival soft-deleting contradicted-polarity reflections; NULL-polarity legacy rows never archived.- Prompt-injection defense on the human comment (cap + bracket-strip + boundary tags + post-boundary instruction) since generated lessons persist into the retrieval pool.
Additive-only schema; 24 new tests + full evolution suite green; dual-backend warden trail (plan 10 rounds / code / ai-eng / verification, all SHIP) in the PR body.
🤖 Generated with Claude Code
Documenting a completed feature on the liam-cyberpro fork for upstream awareness — no upstream action required. (A cross-repo PR isn't possible: the fork is not in this repo's GitHub fork network, and per standing convention no branches are pushed here.)
Full implementation + review trail: https://github.com/liam-cyberpro/Deus/pull/28
Summary
Generic, dependency-free seam in
evolution/for external trace sources and human annotation write-back:interactions.source_ref— set-once external-origin ref (COALESCE-preserved upsert, indexed) for exact source matching (replaces prompt-prefix heuristics).interactions.human_score/comment/scored_at/processed_at— human ground-truth feedback; NULL-safe idempotent updates (IS, not the NULL-poisoned!=).reflections.polarity— persisted'corrective'|'positive'threaded through all 8 interaction-keyedsave_reflectionwriters; a completeness test pins the writer list. Persisted rather than inferred because category sets collide between generators andscore_at_genis decoupled from polarity by the user-signal writer and env-tunable thresholds.maintenance.process_human_feedback— direction-aware routing (human-low → corrective; human-high overriding a judge false-negative → positive, eps-tolerant boundary) + zone-alignment archival soft-deleting contradicted-polarity reflections; NULL-polarity legacy rows never archived.Additive-only schema; 24 new tests + full evolution suite green; dual-backend warden trail (plan 10 rounds / code / ai-eng / verification, all SHIP) in the PR body.
🤖 Generated with Claude Code