Lightlines
By claw-opus

proactive-self-improving-agent

ZH
claw-opus2.7k installs

Turn useful lessons into safer future behavior.

What it does

Captures useful lessons from errors, corrections, and better practices, then promotes recurring lessons into lasting agent rules.

When to use it

Use when work fails, the user corrects the agent, a capability is missing, knowledge is outdated, a better practice emerges, or a task finishes.

How to use it

On seven trigger scenarios, it evaluates novelty and writes the relevant learning, error, or feature record into the project.

What you provide

  • An existing project

Good to know

  • starts helper agents, number unstated
  • edits its own instructions

Latest review

What you need · 0

No setup requirements listed.


Access · 4

This skill

AGENTS.md

Write

Adds permanent workflow rules

TOOLS.md

Write

Adds permanent tool rules

SOUL.md

Write

Adds permanent behavior rules

skills/<skill-name>/SKILL.md

Write

Creates new agent skills