rethink

Synthesize accumulated observations into system evolution proposals for human approval.

Updated Apr 29, 2026
One-click install
npx skills add https://github.com/MantisWare/BizForge --skill rethink-mantisware
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rethink
Source: https://github.com/MantisWare/BizForge/tree/main/library/skills/learning/rethink
Command: npx skills add https://github.com/MantisWare/BizForge --skill rethink-mantisware

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Synthesizes accumulated observations into deliberate system-evolution proposals that require human review before any changes are applied.

Core Features & Use Cases

  • 5-phase workflow (triage, methodology updates, pattern detection, proposal generation, and human approval) guiding system evolution.
  • Triggers on accumulation of observations in /remember and produces concrete proposals ready for approval.
  • Dry-run and threshold controls to manage risk and visibility.

Quick Start

Ask it to rethink a category, for example '/rethink process'.

Frequently Asked Questions about rethink

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I synthesize accumulated observations into system evolution proposals?

The Skill triages accumulated observations, updates methodology, detects patterns, and generates proposals requiring human approval before any system changes are applied.

Can I generate system change proposals without automatic implementation?

It supports a 5-phase workflow including triage, pattern detection, and proposal generation, guaranteeing no automatic changes occur without explicit human approval.

How do I start the proposal generation workflow for a specific category?

Initiate the workflow by asking it to rethink a specific category, such as '/rethink process', which triggers the 5-phase triage and proposal generation sequence.

Does the system evolution workflow support dry-run options and adjustable thresholds?

It includes dry-run and threshold controls to manage risk and visibility, ensuring safe observation triage and proposal generation before human approval.

What are the limitations of auto-implementing system changes based on accumulated data?

A key limitation is that it never auto-implements changes; the system evolution workflow requires explicit human approval for methodology updates and pattern-based proposals.