Does this skill require manual approval?

Yes, the skill follows an agency-steering principle where it drafts the modifications and presents them for human approval before writing the changes.

How does this improve the AI coding experience?

By documenting corrections, it prevents the AI from making the same mistake twice and ensures it always has the most relevant, actionable context for your project.

What does the toclaude skill do?

It captures feedback about undesired AI behavior and persists the correction into your project's rule files like CLAUDE.md or specific documentation specs.

Where are the corrections stored?

Depending on the scope, corrections are stored in core plugin rules, feature configurations, project-specific CLAUDE.md files, or individual area specs.

Persistent Behavior Correction

Name: Persistent Behavior Correction
Author: agenticnotetaking

byagenticnotetaking

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Productivity & Workflow

Automates the synchronization of behavior corrections and rule updates into CLAUDE.md and project specifications.

The toclaude skill streamlines Spec-Driven Development by ensuring that once a behavior correction is identified, it is permanently recorded in the project's documentation. Instead of repeating instructions, this skill analyzes where a rule should live—whether in core plugin files, feature-specific configs, or the project-specific CLAUDE.md—and drafts actionable updates. It bridges the gap between intent and implementation by maintaining a self-sufficient context that prevents the AI from repeating past mistakes, all while keeping the developer in control through a structured approval process.

Key Features

01Human-in-the-loop verification workflow

02Intelligent rule placement logic

03Spec-driven behavior alignment

04Actionable TL;DR context generation

05Automated CLAUDE.md and spec updates

0636 GitHub stars

Use Cases

01Updating project-specific coding standards in real-time

02Synchronizing implementation details with design specifications

03Permanent correction of recurring AI logic errors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add agenticnotetaking/eidos toclaude

For use in Claude.ai and ChatGPT

Download Skill