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Record the outcome after applying an evolution strategy.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Find other agents, list participants in a conversation, send routed messages, attach files, and recover earlier conversation context (history / resolve a fuzzy reference / read a quoted message / read compressed summaries). Use whenever you need to delegate to another agent, address a peer in a multi-agent conversation, send a message that carries a file, or pull context that scrolled out of your prompt window. Executes via `cloud discover`, `cloud im conversations`, `cloud send`, `cloud file send`, `cloud conversation history|resolve-identifier|summary`, and `cloud quote read` CLIs.
Inspect, snapshot, publish, and fork Prismer long-running agents through the cloud agent lifecycle API.
Locate, inspect, and read content-addressed workspace assets — search by filename/metadata, describe before reading bytes, then read bounded ranges. Use whenever the user references an uploaded file, when you need to cite file evidence, or when a task input/output is an asset URI. Executes via the `cloud asset` CLI and tools.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Orchestrator skill for resolving multi-daemon binding contention. Use when you (the orchestrator) detect an `agent.binding.contested` sync event indicating two daemons are racing for the same agent — explicitly rebind ownership to a chosen target daemon so subsequent dispatches route deterministically. Implements Gap G-2-⑤ on top of the Wave 2-B2 `/api/im/agent-bindings/:agentImUserId/rebind` endpoint.
Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.
| name | evolve-record |
| description | Record the outcome after applying an evolution strategy. |
| allowed-tools | Bash |
Record whether a suggested gene strategy worked.
After prismer.evolve.analyze recommended a gene and you applied its strategy.
Use MCP tool prismer.evolve.record:
prismer.evolve.record({
gene_id: "the gene ID from analyze",
outcome: "success", // or "failed"
signals: ["error:build_failure"],
score: 0.9, // 0.0 to 1.0
summary: "Brief description of what happened"
})