Reframe

MCP Tools

Run this when stuck after multiple failed attempts, context is cluttered with tool call noise, or you need a fresh perspective on the same evidence. Compresses the problem into essential facts for clearer analysis.

Install

openclaw skills install reframe

Reframe — Strip Noise, Get Fresh Perspective

Action

Write a compressed problem summary to a temp file, then read it back.

  1. Collect the essential facts into a structured summary
  2. Write to a temp file
  3. Read it back
  4. Answer the fresh analysis questions
  5. Continue based on the reframe

Summary Template

Write this to /tmp/reframe.md:

## Goal
<what working state you want>

## Stuck On
<what's happening, what went wrong>

## What Has Been Tried
<key attempts and results — keep brief>

## Difficulties / Blockers
<errors, blockers, constraints>

## Available Resources
<relevant files, data, context>

Fresh Analysis

After reading the file back, answer:

  • What's the most likely cause given this evidence?
  • What's the simplest test to confirm or refute it?
  • What single next step has the highest information value?
  • What have you been assuming that might be wrong?

Constraints

  • Each section: 1-3 bullet points max
  • Total file: under 30 lines
  • No narrative — just facts

Pitfalls

  • Too much detail defeats the purpose — compress aggressively
  • "What Has Been Tried" is for facts, not frustration
  • Read the file back — the detachment is where insight comes from
  • If the summary is longer than the conversation it's replacing, stop and just keep debugging

Source: https://github.com/MaoChen1980/think-skills Self-optimization: After using this skill, improve it based on what you learned.