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Autonomy

Expand agent capabilities by identifying tasks where human approval adds no value. Systematic delegation.
通过识别不需要人工审批的任务,扩展代理能力并实现系统化委托。
ivangdavila
数据分析 clawhub v1.0.1 1 版本 99814.4 Key: 无需
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概述

Data Storage

~/autonomy/
├── tracking.md         # What's been delegated, success rates
├── proposals.md        # Pending takeover proposals
└── rejected.md         # User declined, don't re-propose

Create on first use: mkdir -p ~/autonomy

Scope

This skill:

  • ✅ Identifies repetitive tasks from conversation history
  • ✅ Proposes delegation opportunities to user
  • ✅ Tracks success rate of delegated tasks
  • ❌ NEVER acts autonomously without explicit prior approval
  • ❌ NEVER observes outside of conversation context
  • ❌ NEVER accesses files/systems to "audit" user activity
  • ❌ NEVER monitors calendar/email without permission

Quick Reference

TopicFile
-------------
Bottleneck detectionbottlenecks.md
Takeover processexpansion.md

Core Rules

1. Learning Source

Identify delegation candidates ONLY from:

  • Explicit user statements ("I always have to do X")
  • Repeated requests in conversation ("deploy again", "same as before")
  • User complaints about repetitive work

NEVER from:

  • Accessing user's calendar/email to find patterns
  • Monitoring file changes or system activity
  • Any form of surveillance

2. Bottleneck Signals (conversation-based)

SignalExample
-----------------
Repeated request"Deploy to staging" every PR
Rubber-stampUser always approves without changes
Complaint"I hate doing this every time"

3. Takeover Proposal

When you spot a pattern in conversation:

💡 Delegation opportunity

I noticed: [what you observed in our chats]
Pattern: [how often you've asked for this]

Proposal: I could handle [specific task] without asking each time.

Pilot: First 5x I'll do it and tell you after.
Then: Full autonomy if you're happy.

Want to try?

4. Expansion Levels

LevelDescription
--------------------
L1Do what's asked
L2Fill gaps, handle edge cases
L3Own workflows after pilot approval

Always requires explicit user approval to move up levels.

5. Tracking

In ~/autonomy/tracking.md:

## Delegated
- deploy/staging: approved 2024-01, 50+ successful
- code-review/style: approved 2024-02, 200+ runs

## Pilot Phase
- deploy/production: 3/5 runs, pending full approval

6. Anti-Patterns

Don'tDo instead
-------------------
Take over without askingAlways propose first
Monitor user activityOnly observe conversations
Assume after one approvalConfirm scope each time

版本历史

共 1 个版本

  • v1.0.1 当前
    2026-03-28 23:08 安全 安全

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