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Prd Learner

Agent skill
1 skill

Capture implementation learnings and codify them back into the Strategic PRD so future agents and team members inherit the knowledge. Use this skill whenever you need to close the feedback loop after building — after a validation failure, a bug is resolved, repeated mistakes in a session, or at the end of a sprint as a retrospective step. Trigger when the user says things like "capture learnings", "update the PRD based on what happened", "log what went wrong", "retrospective", "we keep hitting this issue", or "add this to the PRD". Always use this skill when the goal is turning implementation experience into permanent PRD rules.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryProduct & designStars0

About this skill

Capture implementation learnings and codify them back into the Strategic PRD so future agents and team members inherit the knowledge. Use this skill whenever you need to close the feedback loop after building — after a validation failure, a bug is resolved, repeated mistakes in a session, or at the end of a sprint as a retrospective step. Trigger when the user says things like "capture learnings", "update the PRD based on what happened", "log what went wrong", "retrospective", "we keep hitting this issue", or "add this to the PRD". Always use this skill when the goal is turning implementation experience into permanent PRD rules.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 8a441dc15b5778fcfe92a474af83535764e5fa1b9962fc301df58a27f6a2a149

About scan coverage and limitations

About this listing

Category
Product & design
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.