40kdc-data

Run ONE autonomous ability-DSL authoring campaign — inquisitor picks a ≤40-ability worklist from the sub-0.80 roundtrip corpus, the 16-agent suite (12 core + 4 kroot shape-scout) authors and adversarially verifies it, and the campaign closes as a draft PR. Use for "run a dsl campaign", "launch the authoring loop", "next dsl-campaign round". Must run from the jj workspace /Users/will.mitchell/40kdc-dsl (agents register at session start).

Score one faction's authored Ability-DSL by embedding veracity — the cosine similarity between each ability's describer-output and its raw GW prose — using the out-of-repo embeddings harness, then report the weakest abilities (the highest-value re-authoring targets) and how to open them in the data explorer. Use for "score world-eaters", "faction-score <faction>", "which world-eaters abilities have the worst DSL fidelity", "run the roundtrip report for <faction>".

One-shot ingest of 40K abilities from a PDF or JSON into 40kdc-data's non-agentic DSL pipeline, capturing raw text into a sibling store keyed by ability_id. Runs end-to-end autonomously (extract → ingest → propose → repair-until-converged → apply → validate → regenerate data-derived artifacts so the branch is push-ready/CI-green) without pausing, and bundles any questions into a single final report. Use for "author/import abilities from this PDF/JSON", "structure these abilities", "fill ability stubs", "build the raw-text lookup". Never hand-writes DSL — the gated classify→assemble→validate→verify pipeline does.

Author 11e faction-pack detachment metadata + new detachments with structured ability DSL for a target faction, then verify across TS/Rust/Python. Use when a faction pack PDF (in _private/) needs its detachments backfilled with detachment_points/force_dispositions, its new pack detachments added as core entities + DSL, redefined ports reconciled, and structured Rules Updates applied.