After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive.
After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive.
npx skills add https://github.com/PAMF2/oniro-colab --skill qd-archive-update复制此命令并粘贴到 Claude Code 中以安装该技能
Stage 1 audit (ARIS §3.1). Verify the training run actually converged, seeds were logged, no data leakage.
Stage 3 audit (ARIS §3.1). Fresh zero-context reviewer re-reads wiki narrative; cross-checks against raw results.
Stage 2 audit (ARIS §3.1). For each experimental claim, decide supported / partially / invalidated against the logs.
Compute novelty score for a candidate descriptor via k-NN distance in archive descriptor space.
On REJECT verdict, write a structured entry to the failure ledger so future executors skip the closed branch.
Read wiki frontier + failure ledger, emit one typed mutation as unified diff. Used by Executor agent.
| name | qd-archive-update |
| description | After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive. |
| trigger | orchestrator-after-gate |
| allowed_tools | ["python"] |
| output | json {placed, cell, tier, reason} |
Maintains the Quality-Diversity archive at oniro/archive/.
(slot_purity, jepa_loss_bucket, action_acc).QDArchive.insert(variant):
ACCEPT: place as canonical, supersede the prior elite iff fitness
strictly higher.REJECT but novelty(descriptor) > 0.7 and the cell is empty:
place as provisional (cannot supersede a parent, may seed mutations).oniro/archive/lineage.jsonl recording the decision.{
"placed": true,
"cell": [2, 1, 3],
"tier": "canonical",
"reason": "fitness 0.71 > prior elite 0.68"
}