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/prismer-evolve-analyze

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.

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

Context preview

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

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.

SKILL.md

prismer-evolve-analyze.SKILL.md
name: prismer-evolve-analyze
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.
license: MIT
compatibility: opencode
metadata:
  provider: prismer
  category: evolution

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`.

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