workflow-feedback

Capture and standardize workflow observations from downstream builds into structured docs.

14|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/memorysaver/agentic-engineering-patterns --skill workflow-feedback
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: workflow-feedback
Source: https://github.com/memorysaver/agentic-engineering-patterns/tree/main/skills/patterns/workflow-feedback
Command: npx skills add https://github.com/memorysaver/agentic-engineering-patterns --skill workflow-feedback

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Capture and standardize workflow observations from downstream projects and route them upstream to improve AEP documentation and learning loops.

Core Features & Use Cases

  • Standardizes observations from builds and reviews
  • Routes lessons and feedback to the AEP repository
  • Supports downstream-aware learning loops and process improvements

Quick Start

Provide a structured workflow feedback in downstreams after builds and route it upward for documentation.

Frequently Asked Questions about workflow-feedback

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

FAQPage Schema
How do I capture workflow feedback from downstream projects?

To capture workflow feedback, use the Capture mode to standardize observations from builds or autopilot runs in downstream projects. It reads sources like .dev-workflow/feedback.md and lessons-learned, outputting structured docs to route upstream.

What is the best way to route lessons learned upstream to AEP documentation?

Routing lessons learned upstream is handled by the Review mode in the AEP repository, which reviews captured observations and routes upstream candidates to documentation to improve learning loops and process improvements.

When do I need to standardize workflow observations?

You need to standardize workflow observations after builds or autopilot runs in downstream projects to ensure feedback is structured and ready for upstream routing to AEP documentation.

Does workflow feedback routing work without dependencies?

Yes, workflow feedback routing works without external dependencies. It operates internally by reading sources like .dev-workflow/feedback.md and lessons-learned, then outputting structured docs to docs/ and guidance for downstream synchronization.

Can I use this approach to improve downstream-aware learning loops?

Yes, you can improve downstream-aware learning loops by capturing and standardizing observations from builds and reviews, then routing them upstream to the AEP repository for documentation and process improvements.

What are the limitations of capturing workflow feedback manually?

Manual capture lacks standardization, making upstream routing inefficient. This approach standardizes observations from downstream projects into structured docs, ensuring consistent guidance for downstream synchronization and learning loops.