#13: bounded task classification breakdowns #44

Merged

lost-rob0t merged 12 commits from rage/13-classification-breakdown-red into main

2026-08-31 21:29:14 +00:00

lost-rob0t commented

2026-08-31 21:28:44 +00:00

(Migrated from github.com)

Implements the next bounded #13 expert-plane slice.

Canonical design: research/LLM-LOG-RESEARCH-044-task-classification-breakdowns.org
RED evidence: evidence/LLM-LOG-EVIDENCE-029-task-classification-breakdown-red.org
GREEN evidence: evidence/LLM-LOG-EVIDENCE-030-task-classification-breakdown-green.org

Adds restart-durable, task-rooted classification analytics by joining the already-bounded usage set through existing Tek9 classifier source/assertion indexes. Preserves classification assertion/rule/evidence provenance plus usage/cost provenance. Multi-label and ambiguous classifier states remain explicit; no authority inference and no outcome semantics are introduced.

No Tek9 repo mutation, no Python rule engine, no dotfiles change. Outcome analytics remain downstream of #15.

Exact evidence head c30920ef00153e247deb7a1e454ce2e6bfe9035b passed all three expert-plane gates in workflow 33441459372.

Implements the next bounded #13 expert-plane slice. Canonical design: `research/LLM-LOG-RESEARCH-044-task-classification-breakdowns.org` RED evidence: `evidence/LLM-LOG-EVIDENCE-029-task-classification-breakdown-red.org` GREEN evidence: `evidence/LLM-LOG-EVIDENCE-030-task-classification-breakdown-green.org` Adds restart-durable, task-rooted classification analytics by joining the already-bounded usage set through existing Tek9 classifier source/assertion indexes. Preserves classification assertion/rule/evidence provenance plus usage/cost provenance. Multi-label and ambiguous classifier states remain explicit; no authority inference and no outcome semantics are introduced. No Tek9 repo mutation, no Python rule engine, no dotfiles change. Outcome analytics remain downstream of #15. Exact evidence head `c30920ef00153e247deb7a1e454ce2e6bfe9035b` passed all three expert-plane gates in workflow 33441459372.