qd-archive-update

Name: qd-archive-update
Author: PAMF2

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

by PAMF2(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

See reviews

About

Imported from PAMF2/oniro-colab (oniro/skills/qd-archive-update/SKILL.md). Install upstream with npx skills add PAMF2/oniro-colab --skill qd-archive-update. Copyright stays with the author.

qd-archive-update

Maintains the Quality-Diversity archive at oniro/archive/.

Procedure

Compute the variant's descriptor: (slot_purity, jepa_loss_bucket, action_acc).
Locate the MAP-Elites cell from the descriptor.
Call QDArchive.insert(variant):
- If gate ACCEPT: place as canonical, supersede the prior elite iff fitness strictly higher.
- If gate REJECT but novelty(descriptor) > 0.7 and the cell is empty: place as provisional (cannot supersede a parent, may seed mutations).
- Otherwise: discard.
Append a line to oniro/archive/lineage.jsonl recording the decision.

Output

{
  "placed": true,
  "cell": [2, 1, 3],
  "tier": "canonical",
  "reason": "fitness 0.71 > prior elite 0.68"
}

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

pamf2-oniro-colab-qd-archive-update.ocm.jsonjson

{
  "ocm": "1",
  "id": "pamf2-oniro-colab-qd-archive-update",
  "kind": "skill",
  "name": "qd-archive-update",
  "description": "After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive.",
  "publisher": "PAMF2",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "After a mutation passes (or just falls in an empty novelty cell), update the MAP-Elites archive."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/PAMF2/oniro-colab",
      "path": "oniro/skills/qd-archive-update/SKILL.md",
      "ref": "0e7bd1999aecc5410dbb61ae6c72aef8e49974f9",
      "url": "https://github.com/PAMF2/oniro-colab/blob/0e7bd1999aecc5410dbb61ae6c72aef8e49974f9/oniro/skills/qd-archive-update/SKILL.md",
      "key": "PAMF2/oniro-colab/oniro/skills/qd-archive-update/SKILL.md"
    }
  },
  "instructions": "# qd-archive-update\n\nMaintains the Quality-Diversity archive at `oniro/archive/`.\n\n## Procedure\n\n1. Compute the variant's descriptor:\n   `(slot_purity, jepa_loss_bucket, action_acc)`.\n2. Locate the MAP-Elites cell from the descriptor.\n3. Call `QDArchive.insert(variant)`:\n   - If gate `ACCEPT`: place as `canonical`, supersede the prior elite iff fitness\n     strictly higher.\n   - If gate `REJECT` but `novelty(descriptor) > 0.7` and the cell is empty:\n     place as `provisional` (cannot supersede a parent, may seed mutations).\n   - Otherwise: discard.\n4. Append a line to `oniro/archive/lineage.j",
  "cost": {
    "context_tokens": 191
  }
}

Fetch it by URL: GET /api/v1/registry/pamf2-oniro-colab-qd-archive-update/manifest?version=1.0.0

About

qd-archive-update

Procedure

Output

Use it

Manifest

Reviews