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Rosetears520
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harness-evolution

Generate approval-gated change proposals for workflow and harness maintenance.

2|Updated May 3, 2026
Search Tags:#rollback strategy#change reporting#approval gating#verification planning#workflow drift#harness maintenance
One-click install
npx skills add https://github.com/Rosetears520/aili-workflows --skill harness-evolution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: harness-evolution
Source: https://github.com/Rosetears520/aili-workflows/tree/main/skills/harness-evolution
Command: npx skills add https://github.com/Rosetears520/aili-workflows --skill harness-evolution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It prevents workflow and harness changes from becoming uncontrolled by converting harness-related issues into approval-gated, verification-backed proposals rather than ad-hoc edits.

Core Features & Use Cases

  • Report-first harness proposals: Classifies the signal and produces a structured change report using the provided template when harness maintenance is needed.
  • Approval-gated core edits: Ensures core harness modifications (routing, rules, command/skill contracts, memory policy, install/setup scripts, and harness docs) are applied only with explicit human approval.
  • Verification and rollback planning: Requires a named verification trigger and a rollback plan for every proposed or applied change, recording verdict and evidence pointers after execution.

Quick Start

Ask the AI to generate an approval-gated harness change proposal after you identify repeated harness failures, using the existing harness-issue-triage evidence if available.

Frequently Asked Questions about harness-evolution

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

FAQPage Schema
How do I plan harness maintenance changes without uncontrolled workflow drift?▼

Harness maintenance changes require report-first proposals that enforce approval-gated core edits and mandate rollback planning to prevent uncontrolled workflow drift.

What is an approval-gated harness change proposal?▼

An approval-gated harness change proposal is a structured change report that ensures explicit human approval is recorded before modifying core harness routing, rules, or memory policies.

How do I create a verification and rollback plan for workflow drift?▼

Generate a structured change report specifying a named verification trigger and a rollback plan, then record the execution verdict and evidence pointers to address workflow drift.

Does this approach work for subagent dispatch boundary failures?▼

Yes, subagent dispatch boundary failures are addressed by producing structured change reports that require approval-gated edits, verification triggers, and rollback planning before applying fixes.

How do I fix command lifecycle bypass issues in my harness?▼

Command lifecycle bypass issues are fixed by classifying the signal and generating an approval-gated change report that mandates verification triggers and rollback planning before applying edits.

When should I not use ad-hoc edits for harness documentation inconsistencies?▼

Ad-hoc edits should be avoided for harness documentation inconsistencies because uncontrolled changes require approval-gated, verification-backed proposals to ensure evidence gaps are properly recorded.

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