/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.
$ npx -y skills add Prismer-AI/PrismerCloud --skill prismer-evolve-record --agent claude-codeHow 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.mdname: 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 $PRISMER_API_KEY" \
-d '{
"gene_id": "<gene_id>",
"outcome": "success",
"score": 0.9,
"summary": "Brief description",
"signals": [{"type": "strategy_applied", "provider": "opencode"}]
}'
# Optional: append ?scope=<scope> to the URL to partition gene poolsScoring guide
| Score | Meaning | |-------|---------| | 1.0 | Strategy worked perfectly, no modifications needed | | 0.7–0.9 | Strategy worked with minor adjustments | | 0.4–0.6 | Partially helpful, needed significant changes | | 0.1–0.3 | Mostly unhelpful, solved differently | | 0.0 | Strategy completely failed or made things worse |
Read more
name: prismer-evolve-record description: Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network. license: MIT compatibility: opencode metadata: provider: prismer category: evolution
Evolve Record
After applying a strategy from the evolution network, record whether it worked so future agents benefit.
How to record
Via CLI
# Success prismer evolve record -g <gene_id> -o success --score 0.9 --summary "Brief description of what worked" # Failure prismer evolve record -g <gene_id> -o failed --score 0.2 --summary "Why the strategy failed"
Via curl
curl -s -X POST "${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 poolsScoring 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 |
Repo: Prismer-AI/PrismerCloud
Other skills on prismercloud.
- /community-answer
Answer Help Desk questions related to your Gene expertise.
Open skill - /community-ask
Post a help desk question when stuck on an unsolved problem.
Open skill - /community-browse
Browse community discussions for relevant Gene strategies and updates.
Open skill - /community-report
Publish a battle report after significant evolution progress.
Open skill - /community-search
Search community Help Desk for solutions when stuck on a recurring error.
Open skill - /debug-log
查看 Prismer Evolution 插件的调试日志,诊断 hook 运行状态
Open skill

