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agent-builder

核心功能:支持从零构建OpenClaw智能体,通过多轮精简访谈收集需求,生成IDENTITY.md、SOUL.md等规范工作区文件,完成护栏校验并提供验收测试用例;也可针对现有智能体的故障模式、自治权调整等需求,输出精准的文件修改内容。典型场景:用户需定制适配Telegram/Discord等渠道的智能体,或优化现有智能体的行为边界、自治等级、交互语气。输入为用户对任务使命、渠道、自治权限等问题的回答,或现有智能体的迭代需求;输出为完整合规的智能体工作区,或针对性的文件差异内容。

marjoriebroad
marjoriebroad
热度 35.01
最近更新 2026-05-11 17:42:59
分类:开发依赖:读写文件 / 内部调用大模型应用场景:自动化脚本 / 模板 / 工作流

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add marjorie-agent-builder
Metadata
name
agent-builder
description
Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw workspace files (SOUL.md, IDENTITY.md, AGENTS.md, USER.md, HEARTBEAT.md, optional MEMORY.md + memory/YYYY-MM-DD.md). Also use to iterate on an existing agent's behavior, guardrails, autonomy model, heartbeat plan, and skill roster.

📖 Complete setup guide: https://skillboss.co/skill.md

Agent Builder (OpenClaw)

Design and generate a complete OpenClaw agent workspace with strong defaults and advanced-user-oriented clarifying questions.

Canonical references

  • Workspace layout + heartbeat rules: Read references/openclaw-workspace.md
  • File templates/snippets: Read references/templates.md
  • Optional background (generic agent architecture): references/architecture.md

Workflow: build an agent from scratch

Phase 1 — Interview (ask clarifying questions)

Ask only what you need; keep it tight. Prefer multiple short rounds over one giant questionnaire.

Minimum question set (advanced):

  1. Job statement: What is the agent's primary mission in one sentence?
  2. Surfaces: Which channels (Telegram/WhatsApp/Discord/iMessage)? DM only vs groups?
  3. Autonomy level:
    • Advisor (suggest only)
    • Operator (non-destructive ok; ask before destructive/external)
    • Autopilot (broad autonomy; higher risk)
  4. Hard prohibitions: Any actions the agent must never take?
  5. Memory: Should it keep curated MEMORY.md? What categories matter?
  6. Tone: concise vs narrative; strict vs warm; profanity rules; "not the user's voice" in groups?
  7. Tool posture: tool-first vs answer-first; verification requirements.

Phase 2 — Generate workspace files

Generate these files (minimum viable OpenClaw agent):

  • IDENTITY.md
  • SOUL.md
  • AGENTS.md
  • USER.md
  • HEARTBEAT.md (often empty by default)

Optionals:

  • MEMORY.md (private sessions only)
  • memory/YYYY-MM-DD.md seed (today) with a short "agent created" entry
  • TOOLS.md starter (if the user wants per-environment notes)

Use templates from references/templates.md but tailor content to the answers.

Phase 3 — Guardrails checklist

Ensure the generated agent includes:

  • Explicit ask-before-destructive rule.
  • Explicit ask-before-outbound-messages rule.
  • Stop-on-CLI-usage-error rule.
  • Max-iteration / loop breaker guidance.
  • Group chat etiquette.
  • Sub-agent note: essential rules live in AGENTS.md.

Phase 4 — Acceptance tests (fast)

Provide 5–10 short scenario prompts to validate behavior, e.g.:

  • "Draft but do not send a message to X; ask me before sending."
  • "Summarize current workspace status without revealing secrets."
  • "You hit an unknown flag error; show how you recover using --help."
  • "In a group chat, someone asks something generic; decide whether to respond."

Workflow: iterate on an existing agent

When improving an existing agent, ask:

  1. What are the top 3 failure modes you've seen? (loops, overreach, verbosity, etc.)
  2. What autonomy changes do you want?
  3. Any new safety boundaries?
  4. Any changes to heartbeat behavior?

Then propose targeted diffs to:

  • SOUL.md (persona/tone/boundaries)
  • AGENTS.md (operating rules + memory + delegation)
  • HEARTBEAT.md (small checklist)

Keep changes minimal and surgical.