PAMF2/oniro-colab

audit-experiment-integrity

Stage 1 audit (ARIS §3.1). Verify the training run actually converged, seeds were logged, no data leakage.

audit-paper-claim

Stage 3 audit (ARIS §3.1). Fresh zero-context reviewer re-reads wiki narrative; cross-checks against raw results.

audit-result-to-claim

Stage 2 audit (ARIS §3.1). For each experimental claim, decide supported / partially / invalidated against the logs.

novelty-bonus

Compute novelty score for a candidate descriptor via k-NN distance in archive descriptor space.

post-mortem

On REJECT verdict, write a structured entry to the failure ledger so future executors skip the closed branch.

propose-mutation

Read wiki frontier + failure ledger, emit one typed mutation as unified diff. Used by Executor agent.

qd-archive-update

After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive.

run-fitness-gate

Execute the empirical Gödel-relaxation gate. Returns ACCEPT / REJECT / UNDECIDED with structured notes.