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build-learner

Capture build-phase experiences and draft BL-XXX amendments for PRD or build docs.

2|Updated Mar 23, 2026

Search Tags:#documentation #build #retrospective #prd #learnings #amendments

One-click install

npx skills add https://github.com/yesplease-studio/prd-please --skill build-learner

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: build-learner
Source: https://github.com/yesplease-studio/prd-please/tree/main/skills/build-learner
Command: npx skills add https://github.com/yesplease-studio/prd-please --skill build-learner

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Capture implementation learnings during build phases and codify them into permanent improvements — upstream in the Strategic PRD or laterally in build documentation. This ensures that practical build experience informs future specifications and documentation, reducing repeating issues.

Core Features & Use Cases

Gather context from build sessions, agent reports, and build docs.
Classify learnings into PRD amendments, build-doc updates, or notes for future sprints.
Draft structured amendment entries with BL-XXX identifiers and suggest concrete changes to PRD or docs.
Apply learnings at sprint end or after a build phase to close the feedback loop.

Quick Start

Summarize the latest build phase, extract three concrete learnings, and draft BL-XXX amendments for upstream PRD or build documentation.

Frequently Asked Questions about build-learner

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

FAQPage Schema

How do I capture build learnings and apply them to PRD amendments?▼

To capture build learnings, gather context from build sessions and agent reports, then classify them into structured PRD amendments or build-doc updates using formal BL-XXX identifiers.

What is the best way to document implementation learnings after a sprint retrospective?▼

Documenting implementation learnings after a sprint retrospective involves extracting concrete experiences and drafting structured amendment entries categorized for either upstream PRD changes or lateral build documentation.

Can I use build-phase experiences to update upstream Strategic PRDs?▼

Yes, you can use build-phase experiences to update upstream Strategic PRDs by codifying divergent build sessions into formal learnings and suggesting concrete changes to reduce repeating issues.

How do I close the feedback loop when a build diverges from the documented process?▼

Closing the feedback loop when a build diverges from documented process requires capturing those deviations as structured learnings with BL-XXX IDs and categorizing the required changes for upstream PRD or build docs.

Do I need build documentation and agent reports to generate structured learnings?▼

You need build documentation and agent reports as input context to accurately gather build-phase experiences and codify them into permanent improvements like structured BL-XXX amendment entries.

When should I codify build-phase experiences into formal learnings?▼

You should codify build-phase experiences into formal learnings at the end of a sprint, during post-build reviews, or at any time a build diverges from the documented process to close the feedback loop.

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