Autonomy自主扩展

Data Storage

CODEBLOCK0

Create on first use: INLINECODE0

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

Topic	File
Bottleneck detection	INLINECODE1
Takeover process

expansion.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)

Signal	Example
Repeated request	"Deploy to staging" every PR
Rubber-stamp

User always approves without changes |

| Complaint | "I hate doing this every time" |

3. Takeover Proposal

When you spot a pattern in conversation: CODEBLOCK1

4. Expansion Levels

Level	Description
L1	Do what's asked
L2

Fill gaps, handle edge cases |

| L3 | Own workflows after pilot approval |

Always requires explicit user approval to move up levels.

5. Tracking

In ~/autonomy/tracking.md: CODEBLOCK2

6. Anti-Patterns

Don't	Do instead
Take over without asking	Always propose first
Monitor user activity

Only observe conversations |

| Assume after one approval | Confirm scope each time |