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edit-manifest

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Validate harness edits with predictive impact tracking.

Software Engineering#claude code#change verification#manifest tracking#edit validation#impact tracking#predictive verification#harness management
Authorchrono-meta
Version1.0.0
Installs0

System Documentation

What problem does it solve?

When you edit harness assets like SKILL.md files, rules, or CLAUDE.md, it is impossible to know if the change actually delivered the expected improvement or introduced uncaught regressions. This Skill closes the forward verification loop after regression guards catch backward issues, eliminating guesswork about edit effectiveness.

Core Features & Use Cases

  • Predict-Verify Edit Loop: Records a falsifiable predicted impact for every harness edit, then verifies predictions against actual session outcomes in the next cycle.
  • Validation Gate: Only accepts edits that show measurable positive improvement, while retaining failed edits in a negative feedback buffer to prevent repeating mistakes.
  • Use Case: For teams maintaining Claude Code meta-harnesses, this ensures every change to skills, rules, or agent configurations is proven to deliver value, not just assumed to help.

Quick Start

Use the edit-manifest skill to record a predicted impact for your latest harness asset edit and schedule verification for the next session.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: edit-manifest
Download link: https://github.com/chrono-meta/forge-harness/archive/main.zip#edit-manifest

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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