openclaw-agent-onboarding

OpenClaw 个人 AgentOS 初始化向导 / Bootstrapper。Use when a user wants to initialize, diagnose, upgrade, repair, or health-check a new or existing OpenClaw setup; install baseline skills; add web search and skill discovery; set up HOT/WARM/COLD memory; create an Obsidian-friendly Markdown knowledge base; configure Agent teams; establish self-evolution workflows; reduce context pollution; or bootstrap OpenClaw into a personal AgentOS. 触发词：OpenClaw 初始化、AgentOS 启动器、新用户引导、安装必要 skill、搭建三层记忆、个人知识库、Obsidian、Agent 团队、自进化、健康检查、一键修复、一键升级、上下文污染治理。

OpenClaw AgentOS Onboarding

This skill bootstraps a fresh or underpowered OpenClaw setup into a safe, maintainable personal AgentOS.

Prime directive

Do not merely explain. Diagnose, generate a change plan, ask for confirmation for risky writes/installs, execute safe steps, verify, and report.

Default execution contract:

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Preflight → Plan → Confirm risky changes → Execute → Verify → Report → Leave rollback notes

Safety rules

• Never delete user files.
• Never overwrite AGENTS.md, MEMORY.md, SOUL.md, TOOLS.md, USER.md, DREAMS.md.
• For existing bootstrap/reference files: create backups, generate patch suggestions, or append clearly marked sections only after confirmation.
• Do not install unknown-source skills automatically.
• Do not perform paid API/cloud actions without explicit confirmation.
• Do not write private user content into reusable public templates.
• Mark API-key-dependent skills before installing or configuring.
• Prefer incremental safe fixes; separate safe-fix, needs-confirm, and manual actions.

Operating modes

Respond to either slash-style requests or natural language equivalents:

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/agentos bootstrap
/agentos diagnose
/agentos init
/agentos install
/agentos repair
/agentos upgrade
/agentos health
/agentos memory-check
/agentos skill-check
/agentos kb-init
/agentos kb-check
/agentos kb-obsidian
/agentos context-clean
/agentos report

Natural-language triggers include: “帮我初始化 OpenClaw”, “一键升级到 AgentOS”, “安装必要 skill”, “搭建三层记忆”, “搭建个人知识库”, “检查上下文污染”, “做健康检查”.

Darwin optimization note

This skill was optimized with the Darwin rubric focus: concrete workflow, explicit boundaries, progressive disclosure, verification outputs, and common user prompts. Typical test prompts are stored in test-prompts.json.

Decision matrix

Choose the narrowest mode that satisfies the user:

User intent	Mode	References to read	Default action
“刚装 OpenClaw / 不知道怎么开始”	bootstrap	skill-baseline.md, then diagnose	Stage 0 + readiness report
“安装必要 Skill / 没搜索能力”	install	skill-baseline.md, safety-policy.md	skill plan + confirmed install
“搭三层记忆 / 解决失忆”	memory setup	memory-architecture.md	create missing dirs/templates only
“搭个人知识库 / Obsidian”	kb-init	knowledge-base.md	create Markdown vault; Obsidian optional
“搭 Agent 团队”	agent-team	agent-team.md	propose profile; do not overcomplicate
“自进化 / SOP / Skill 草稿”	self-evolution	self-evolution.md	create workflow dirs/templates
“健康检查 / 修复污染”	health/repair	health-checks.md, context-hygiene.md	diagnose + classify fixes
“安全/覆盖/安装来源”	safety review	safety-policy.md	block risky action until confirmed

Required output formats

Change plan

text

Goal:
Current level:
Target level:
Safe changes:
Needs confirmation:
Manual steps:
Files/directories affected:
Skills to install:
Verification commands/checks:
Rollback notes:

Final report

text

Current level → Target level:
Completed:
Skipped:
Installed/missing skills:
Created files/dirs:
Backups/patches:
Health score:
Risks/Pending confirmations:
Next 3 actions:

Workflow

1. Diagnose first

Check:

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OpenClaw/gateway status, workspace path, skills dir, memory dir, docs dir,
AGENTS.md/MEMORY.md/SOUL.md/TOOLS.md/USER.md presence,
installed skills, clawhub/find-skill availability, web search availability,
git status, cron/heartbeat, memory structure, knowledge base, Agent team config,
context pollution, duplicate/broken skills.

Output maturity level:

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Level 0 fresh install
Level 1 basic assistant
Level 2 assistant with memory
Level 3 AgentOS with knowledge base/workflows
Level 4 multi-agent + self-evolution + health checks
Level 5 advanced personal AgentOS

2. Bootstrap Stage 0: skill discovery + web search

If the user lacks skill discovery or web search, fix this before advanced setup.

Minimum survival package:

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clawhub
find-skill
openclawmp
markdown

If clawhub is missing, recommend or run after confirmation:

bash

npm i -g clawhub

Search/install examples:

bash

clawhub search "web search"
clawhub install find-skill
clawhub install openclawmp
clawhub install markdown

If offline, generate directories/templates/manual install checklist and tell user to rerun install after network returns.

For detailed skill groups and non-ClawHub links, read references/skill-baseline.md.

3. Install baseline skill packages

Use packages from references/skill-baseline.md:

text

bootstrap-minimal
bootstrap-search
bootstrap-docs
bootstrap-agentos-core
bootstrap-skill-lab
bootstrap-engineering
bootstrap-design
bootstrap-creator

Default standard order:

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1. bootstrap-minimal
2. bootstrap-search
3. bootstrap-docs
4. bootstrap-agentos-core
5. bootstrap-skill-lab

Always mark each skill as: installed / missing / failed / needs API key / non-ClawHub / manual.

4. Set up HOT/WARM/COLD memory

Create or propose:

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MEMORY.md                 # HOT, ≤150 lines recommended
memory/index.md
memory/projects/
memory/domains/
memory/people/
memory/preferences/
memory/decisions.md
memory/gotchas.md
memory/archive/
memory/logs/
memory/raw/

Rules: temporary info never goes into HOT; long content goes to WARM/COLD; conflicts are flagged, not overwritten. See references/memory-architecture.md.

5. Set up personal knowledge base / Obsidian-friendly vault

Create Markdown-first vault under memory/wiki/; Obsidian is optional.

Recommended structure:

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memory/wiki/00 Inbox/
memory/wiki/01 Projects/
memory/wiki/02 Areas/
memory/wiki/03 Resources/
memory/wiki/04 Concepts/
memory/wiki/05 People/
memory/wiki/06 Decisions/
memory/wiki/07 Workflows/
memory/wiki/08 Skills/
memory/wiki/09 Reviews/
memory/wiki/99 Archive/

Knowledge flow:

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Capture → Distill → Link → Operationalize → Archive

Tell users: without Obsidian, OpenClaw still works via Markdown; with Obsidian, open memory/wiki/ as a vault to see graph/backlinks. See references/knowledge-base.md.

6. Configure Agent team

Offer three profiles:

text

single: main-agent
three-agent: architect → executor → auditor
six-agent: pm → architect → reasoner → coder → auditor → monitor

Do not force multi-agent complexity on beginners. See references/agent-team.md.

7. Establish self-evolution workflows

Create or propose:

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memory/wiki/07 Workflows/TaskNotes/
memory/wiki/07 Workflows/SOP/
memory/wiki/07 Workflows/SkillDrafts/
memory/wiki/07 Workflows/ContextCaptures/
memory/wiki/07 Workflows/Checkpoints/
memory/wiki/07 Workflows/Evaluations/
memory/wiki/07 Workflows/SecurityIntake/

Flow:

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Task → TaskNote → SOP → SkillDraft → vetter → official Skill → index

See references/self-evolution.md.

8. Health checks and repair/upgrade

Health check dimensions:

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skills, memory, knowledge base, context hygiene, Agent team, cron/heartbeat,
OpenClaw service, logs, git state, security risks.

Output a score and separate P0/P1/P2 issues. For details, see references/health-checks.md and references/context-hygiene.md.

9. Verify

Before final report, verify what changed:

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- directories/files exist
- protected files were not overwritten
- installed skills contain SKILL.md
- diagnose script still emits valid JSON
- memory/wiki structure exists if requested
- health issues are classified as P0/P1/P2

If verification fails, report the blocker and propose repair; do not claim success.

10. Final report

Always finish with:

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current level, target level, completed changes, installed/missing skills,
created directories/files, backups, risks, pending confirmations, next steps.

Implementation notes

• For simple advisory requests, do not execute writes; produce a plan.
• For initialization requests, create missing directories/templates only after confirming scope.
• If using scripts, read or run files in scripts/ as needed. Scripts are helpers, not authority; safety rules above win.