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improve-framework

Route framework changes, validate with the render gate, and open a pull request.

Updated May 31, 2026
Search Tags:#pull request#validation#agentic engineering#source management#framework improvement
One-click install
npx skills add https://github.com/zizzfizzix/agentic-engineering-framework --skill improve-framework
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: improve-framework
Source: https://github.com/zizzfizzix/agentic-engineering-framework/tree/main/core/ai/skills/improve-framework
Command: npx skills add https://github.com/zizzfizzix/agentic-engineering-framework --skill improve-framework

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill allows users to fix or enhance the Agentic Engineering Framework itself from within a consumer repository, ensuring that updates and improvements are effectively integrated and validated.

Core Features & Use Cases

  • Framework Fixing: Route changes to the right framework source fragment via provenance.
  • Validation: Validate changes with the render gate to ensure deterministic output.
  • PR Creation: Open a framework pull request with the fix, subject to human review.
  • Feedback Drain: Upstream framework/adapter-scoped lessons from feedback channels.
  • Use Case: When a rendered skill or adapter is incorrect, or when a workflow needs to change for all consumers.

Quick Start

Run the improve-framework skill to start the process of fixing or enhancing the Agentic Engineering Framework.

Frequently Asked Questions about improve-framework

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

FAQPage Schema
How do I fix the Agentic Engineering Framework from within my consumer repository?▼

To fix the Agentic Engineering Framework from a consumer repository, run the improve-framework skill, which routes your changes to the correct source fragment via provenance, validates them, and opens an upstream pull request.

What is the process for upstreaming framework and adapter modifications?▼

Upstreaming framework and adapter modifications involves routing changes to the source, validating deterministic output through a render gate, opening a pull request subject to human review, and syncing the fix back to the consumer repository.

How does provenance-based source management work for framework improvements?▼

Provenance-based source management identifies the exact source fragment within the Agentic Engineering Framework or adapter where a fix needs to be applied, ensuring your changes are routed correctly for pull request creation.

Do I need to open a pull request to apply framework fixes?▼

Yes, framework fixes require opening a pull request subject to human review, ensuring that updates to the Agentic Engineering Framework are validated for deterministic output before syncing back to all consumers.

When should I upstream lessons from feedback channels to the framework?▼

You should drain upstream framework or adapter-scoped lessons from feedback channels whenever a rendered skill is incorrect or a workflow needs to change for all consumers, applying fixes directly to the source.

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