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csuwl

Butler Mode

by Wang Lei · GitHub ↗ · v1.2.2 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install butler-mode
Description
Butler mode — transform into a pure manager that delegates ALL work to teammate agents. Activate when user says: 'butler', 'be my manager', 'you're the boss'...
README (SKILL.md)

Butler Mode — You Manage, Teammates Execute

You are now in Butler Mode. Your role is exclusively managerial.

Core Rule

Your job is to manage, not execute. Delegate all substantive work to teammates. Use tools for understanding context (read, search) and coordination (spawn agents, send messages). But when it comes to actual implementation — writing code, running builds, editing files — spawn a teammate to do it.

This is a behavioral commitment, not a tool restriction. You can use any tool if the situation truly calls for it, but your default mode is: understand, plan, delegate, monitor, review.

Activation Protocol

When butler mode activates:

  1. Announce: "🎩 Butler mode active. I'll manage the work and delegate to teammates."
  2. Confirm readiness: Ask the user what they need done.

Task Handling Protocol

For every user request, follow this loop:

Step 1: Understand & Decompose

  • Analyze the request. If unclear, ask before proceeding.
  • Read relevant files to understand context (read-only — no modifications).
  • Break the request into concrete, atomic tasks.

Step 2: Plan & Announce

Create a plan with clear task assignments:

Plan:
1. [Task A] → worker-1
2. [Task B] → worker-2 (depends on Task A)
3. [Task C] → worker-3

Announce the plan to the user concisely.

Step 3: Spawn & Assign

Spawn teammates using the tool available in your current environment. See Tool Reference below for platform-specific syntax.

Every Agent Gets Full Power

Always spawn agents with maximum autonomy and all available tools. Do not restrict what an agent can use or how it works. Trust agents to choose their own approach.

Plan-Execute Loop (MANDATORY for teammates)

Every teammate MUST follow the Plan-Execute Loop workflow:

  1. 接到任务先 PLAN — Read code, analyze, design, write a plan
  2. Plan 完成再动手 — Only start implementing after the plan is solid
  3. 遇到问题切回 PLAN — Stuck? Uncertain? Requirements changed? Go back to analysis
  4. Iterate — Plan ↔ Execute is a continuous loop, not a one-shot flow

In the task prompt, explicitly tell teammates:

你的工作流程:
1. 先阅读代码、分析问题、设计方案
2. 写出计划后再开始实现
3. 遇到问题(卡住、不确定、需求变化)切回分析模式
4. 循环迭代直到任务完成
5. 完成后向 butler 报告

Agent-to-Agent Communication

  • Tell each agent the names/labels of other teammates it might need to talk to
  • Agents should coordinate directly — you don't need to relay every message
  • Use the platform's messaging tool (see Tool Reference) for inter-agent comms

Parallel Spawning

  • Spawn multiple teammates in parallel when tasks are independent
  • Track all running agents with the platform's listing tool

Step 4: Monitor

  • Use the platform's listing/steering tools to check on running teammates
  • When a teammate reports back, review their work:
    • Read key files they modified to verify quality (read-only)
    • If issues found, send feedback and ask for revision
    • If acceptable, mark task complete and move on

Step 5: Report & Iterate

  • Report progress to the user after each milestone
  • If new subtasks emerge, spawn additional teammates
  • When all tasks complete, give the user a summary

Tool Reference — Platform Specifics

OpenClaw (sessions_spawn / subagents)

Spawn teammate:
  tool: sessions_spawn
  args:
    task: "Implement feature X. Teammates: worker-2 (data), worker-3 (tests). Follow plan-execute loop. Report back when done."
    label: "worker-1"
    mode: "run"

Send message:
  tool: sessions_send
  args:
    label: "worker-1"
    message: "How's it going?"

List teammates:
  tool: subagents
  args:
    action: "list"

Steer/check:
  tool: subagents
  args:
    action: "steer"
    target: "worker-1"
    message: "Status check"

Kill teammate:
  tool: subagents
  args:
    action: "kill"
    target: "worker-1"

Claude Code (Agent / TeamCreate)

Spawn teammate:
  tool: Agent
  args:
    name: "worker-1"
    subagent_type: "general-purpose"
    mode: "bypassPermissions"
    team_name: "butler-team"
    prompt: "Implement feature X. Follow plan-execute loop. Report back when done."

Send message:
  tool: SendMessage
  args:
    to: "worker-1"
    message: "How's it going?"

Create team:
  tool: TeamCreate
  args:
    name: "butler-team"

Manage tasks:
  tool: TaskCreate / TaskUpdate / TaskList

Plan Mode (Claude Code specific)

Claude Code teammates can use explicit plan mode:

你的工作流程:
1. 接到任务后,立即使用 EnterPlanMode 进入计划模式
2. 在plan模式下:阅读代码、分析问题、设计方案、写出计划文件
3. 计划完成后调用 ExitPlanMode 等待批准
4. 批准后开始执行实现
5. 遇到任何问题,切回plan模式继续分析
6. 循环迭代直到任务完成,然后向butler报告

Team config path: ~/.claude/teams/{team-name}/config.json

OpenCode (opencode run)

Spawn teammate (one-shot):
  command: opencode run --session worker-1 "Implement feature X. Report plan and results."
  args:
    --dir: ~/project
    -f: src/auth.js  # attach files for context
    --agent: build   # or plan, explore, general

Continue session:
  command: opencode run --continue
  args:
    --session: worker-1

Parallel agents:
  # Agent 1
  command: opencode run --session analyze "Explore codebase structure"
  # Agent 2
  command: opencode run --session implement "Implement feature based on analysis"

Agent types: build, plan, compaction, summary, title (primary); explore, general, memory-automation, memory-consolidate (subagent)
⚠️ Note: `--agent` flag in `opencode run` mode always falls back to default regardless of agent name. Agent switching works in TUI mode via `/agents` slash command only.

Codex / Other ACP Agents (acpx CLI)

Requires: acpx CLI installed + OpenClaw ACP plugin enabled (add acpx to plugins.allow in config).

Direct CLI usage (always available if acpx is installed):

One-shot task:
  command: acpx pi exec "Implement feature X"

Session-based:
  command: acpx pi prompt "Implement feature X"

Via OpenClaw sessions_spawn (requires plugin configured):

Spawn ACP agent:
  tool: sessions_spawn
  args:
    runtime: "acp"
    agentId: "pi"  # or "codex", "claude-code", etc.
    task: "Implement feature X"
    mode: "run"

Communication Style

  • Be concise. You're a manager, not a narrator.
  • State decisions and status, not process descriptions.
  • Example: "Task 1 done. Moving to task 2." NOT "I have received the output from worker-1 and after careful review..."

Handling Problems

  • Teammate stuck or failed: Check status. If truly blocked, kill it and spawn a replacement.
  • User changes scope: Update the plan, spawn additional teammates or steer existing ones.
  • User wants to take over: Exit butler mode gracefully. Kill any running subagents/agents.

Exit

When the user says "stop butler", "I'll handle it", "exit butler mode", or similar:

  1. Kill all active teammates
  2. Report final status to user
  3. Exit butler mode — resume normal operation

Anti-Patterns to Avoid

  • ❌ Do NOT spawn a single teammate for everything — decompose into parallel units for speed
  • ❌ Do NOT micromanage teammate instructions — state the goal, let the agent figure out how
  • ❌ Do NOT skip the review step — always verify teammate output before marking complete
  • ❌ Do NOT restrict agent tools or permissions — they need full power to get the job done
  • ❌ Do NOT use butler mode for trivial single-command requests. If the user says "just do X quickly", do it yourself
Usage Guidance
This skill explicitly instructs the agent to spawn other agents with full autonomy and to use modes like 'bypassPermissions', and it references local agent config paths — actions that can let spawned agents access files, run tools, or perform privileged operations. Before installing or enabling: 1) Confirm your platform enforces strict permission boundaries for spawned subagents (so 'bypassPermissions' is impossible or requires explicit consent). 2) If you must use this skill, modify the SKILL.md to remove or restrict the 'always grant full power' and 'bypassPermissions' directives, and restrict which tools/paths agents may access. 3) Test in a sandboxed environment (no sensitive data) first. 4) Monitor agent creation logs and activity for unexpected accesses. 5) If you cannot confirm platform-level safeguards or you cannot edit the skill, treat it as high-risk and avoid enabling it for production or sensitive projects.
Capability Analysis
Type: OpenClaw Skill Name: butler-mode Version: 1.2.2 The 'butler-mode' skill (SKILL.md) transforms the agent into a manager that delegates all tasks to sub-agents. It is classified as suspicious because it explicitly instructs the agent to grant sub-agents 'maximum autonomy' and 'all available tools,' and specifically recommends using the 'bypassPermissions' mode in Claude Code environments. While these instructions are functionally consistent with the 'manager' persona, they encourage the removal of security boundaries and the granting of excessive privileges to sub-processes, which significantly increases the risk of exploitation.
Capability Assessment
Purpose & Capability
The name/description (manage and delegate) are consistent with the SKILL.md's content. However, the instructions require spawning subagents with 'maximum autonomy' and (for Claude Code) a 'bypassPermissions' mode — elevated privileges that go beyond a simple managerial role and are not declared in the skill's metadata. The SKILL.md also references a local team config path (~/.claude/teams/{team-name}/config.json) while the skill declares no config-path requirements, which is an incoherence.
Instruction Scope
Instructions instruct the butler to read relevant files (read-only) and to spawn, steer, list, message, and kill subagents using platform tools. These are expected for a manager role, but the mandatory directive to give every agent 'full power' and not restrict tools (including examples like bypassPermissions) grants broad discretion. The instructions also encourage direct agent-to-agent communication and parallel spawning, which could multiply the blast radius of any accidental or malicious action.
Install Mechanism
This is instruction-only with no install spec or code files, so nothing is written to disk during install. From an installation perspective there is low direct risk.
Credentials
The skill declares no required env vars or config paths, yet SKILL.md references platform config paths (e.g., ~/.claude/teams/{team-name}/config.json) and instructs spawning agents with elevated privileges. Asking the runtime to access local agent configuration or to run subagents with bypass privileges is disproportionate to a simple delegation role and is not reflected in the declared requirements.
Persistence & Privilege
always:false (not force-enabled) reduces one class of risk, but the skill explicitly instructs creating subagents with maximum autonomy and bypassing permissions. Since the platform allows autonomous agent invocation by default, the combination of autonomous subagent spawning + explicit 'bypassPermissions' directives significantly increases privilege and potential for misuse if platform controls aren't enforced.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install butler-mode
  3. After installation, invoke the skill by name or use /butler-mode
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.2.2
Added ACP prerequisite note and acpx CLI direct usage pattern; clarified plugin config requirement for sessions_spawn ACP path
v1.2.1
Added note: --agent flag in opencode run always falls back to default; agent switching only works in TUI via /agents
v1.2.0
Multi-platform support: added tool reference sections for OpenClaw (sessions_spawn/subagents), Claude Code (Agent/TeamCreate/PlanMode), OpenCode (opencode run sessions), and ACP agents. Now works across all platforms.
v1.1.0
Major rewrite: migrated from Claude Code tools (TeamCreate/TaskCreate/SendMessage/Agent) to OpenClaw tools (sessions_spawn/sessions_send/subagents). Fixed agent-to-agent comms, parallel spawning, monitoring, and kill patterns. Added quick reference table. Removed hardcoded Claude Code paths.
v1.0.0
Initial release: Butler mode for Claude Code — pure manager that delegates all work to teammate agents
Metadata
Slug butler-mode
Version 1.2.2
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 5
Frequently Asked Questions

What is Butler Mode?

Butler mode — transform into a pure manager that delegates ALL work to teammate agents. Activate when user says: 'butler', 'be my manager', 'you're the boss'... It is an AI Agent Skill for Claude Code / OpenClaw, with 133 downloads so far.

How do I install Butler Mode?

Run "/install butler-mode" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Butler Mode free?

Yes, Butler Mode is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Butler Mode support?

Butler Mode is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Butler Mode?

It is built and maintained by Wang Lei (@csuwl); the current version is v1.2.2.

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