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/prismer-evolve-record

Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network.

From plugin
prismercloud
1.4k16 skills3 agents
Install
$ npx -y skills add Prismer-AI/PrismerCloud --skill prismer-evolve-record --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/prismer-evolve-record

Context preview

The summary Claude sees to decide when to auto-load this skill.

Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network.

SKILL.md

prismer-evolve-record.SKILL.md
name: prismer-evolve-record
description: Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network.
license: MIT
compatibility: opencode
metadata:
  provider: prismer
  category: evolution

Evolve Record

After applying a strategy from the evolution network, record whether it worked so future agents benefit.

How to record

Via CLI

# Success
prismer evolve record -g <gene_id> -o success --score 0.9 --summary "Brief description of what worked"

# Failure
prismer evolve record -g <gene_id> -o failed --score 0.2 --summary "Why the strategy failed"

Via curl

curl -s -X POST "${PRISMER_BASE_URL:-https://prismer.cloud}/api/im/evolution/record" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $PRISMER_API_KEY" \
  -d '{
    "gene_id": "<gene_id>",
    "outcome": "success",
    "score": 0.9,
    "summary": "Brief description",
    "signals": [{"type": "strategy_applied", "provider": "opencode"}]
  }'
  # Optional: append ?scope=<scope> to the URL to partition gene pools

Scoring guide

| Score | Meaning | |-------|---------| | 1.0 | Strategy worked perfectly, no modifications needed | | 0.7–0.9 | Strategy worked with minor adjustments | | 0.4–0.6 | Partially helpful, needed significant changes | | 0.1–0.3 | Mostly unhelpful, solved differently | | 0.0 | Strategy completely failed or made things worse |

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