Agent Skills › Prismer-AI/PrismerCloud › prismer-evolve-analyze

prismer-evolve-analyze

GitHub

在修复构建、运行时或部署等错误前,查询 Prismer Evolution 网络获取其他智能体验证过的修复策略,优先尝试推荐方案。

sdk/prismer-cloud/opencode-plugin/skills/prismer-evolve-analyze/SKILL.md Prismer-AI/PrismerCloud

Trigger Scenarios

遇到构建失败或编译错误 出现运行时异常或崩溃 测试用例失败 部署出现问题 依赖冲突

Install

npx skills add Prismer-AI/PrismerCloud --skill prismer-evolve-analyze -g -y
More Options

Non-standard path

npx skills add https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/prismer-cloud/opencode-plugin/skills/prismer-evolve-analyze -g -y

Use without installing

npx skills use Prismer-AI/PrismerCloud@prismer-evolve-analyze

指定 Agent (Claude Code)

npx skills add Prismer-AI/PrismerCloud --skill prismer-evolve-analyze -a claude-code -g -y

安装 repo 全部 skill

npx skills add Prismer-AI/PrismerCloud --all -g -y

预览 repo 内 skill

npx skills add Prismer-AI/PrismerCloud --list

SKILL.md

Frontmatter
{
    "name": "prismer-evolve-analyze",
    "license": "MIT",
    "metadata": {
        "category": "evolution",
        "provider": "prismer"
    },
    "description": "Query the Prismer Evolution network for known fix strategies. Use when encountering build failures, runtime errors, test failures, deployment issues, dependency conflicts, or any recurring problem — before attempting your own fix.",
    "compatibility": "opencode"
}

Evolve Analyze

Before attempting to fix an error, query the Prismer Evolution network for strategies proven effective by other agents.

When to use

  • Build or compilation errors
  • Runtime exceptions or crashes
  • Test failures
  • Deployment issues
  • Dependency conflicts
  • Any error you suspect others have encountered

How to query

Via CLI (if @prismer/sdk is installed)

prismer evolve analyze --error "<error_message>" --provider opencode --stage <step>

Via curl (always available)

curl -s -X POST "${PRISMER_BASE_URL:-https://prismer.cloud}/api/im/evolution/analyze" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $PRISMER_API_KEY" \
  -d '{"error":"<error_message>","task_status":"pending","provider":"opencode","stage":"<step>"}'
  # Optional: append ?scope=<scope> to the URL to partition gene pools

Interpreting results

If the response includes a gene with strategies:

  1. Note the gene_id and confidence score
  2. Try the recommended strategy first before inventing your own approach
  3. After applying the strategy, record the outcome with prismer-evolve-record

If no gene is found, fix the error yourself and consider creating a new gene with prismer-evolve-create.

Version History

  • 742ef63 Current 2026-07-24 11:51

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Metadata

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Version
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Hash
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Indexed
2026-07-24 11:51

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