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Product Feedback Learning Loop

Agent skill
1 skill

Design or audit universal private product feedback intake and the learning loop that ingests authorized private feedback and public reviews, preserves source evidence, clusters underlying problems, routes support and safety cases, links product actions, validates outcomes, publishes policy-safe review responses, and closes the loop truthfully. Use for apps, games, web products, services, and platforms when the requested artifact is feedback capture, review ingestion/response, qualitative evidence synthesis, product-learning operations, or customer status updates. Do not use for public rating or review request eligibility, prompt timing, native solicitation surfaces, or cooldowns; compose review-solicitation-policy only when public solicitation is also requested.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryProduct & designStars0

About this skill

Design or audit universal private product feedback intake and the learning loop that ingests authorized private feedback and public reviews, preserves source evidence, clusters underlying problems, routes support and safety cases, links product actions, validates outcomes, publishes policy-safe review responses, and closes the loop truthfully. Use for apps, games, web products, services, and platforms when the requested artifact is feedback capture, review ingestion/response, qualitative evidence synthesis, product-learning operations, or customer status updates. Do not use for public rating or review request eligibility, prompt timing, native solicitation surfaces, or cooldowns; compose review-solicitation-policy only when public solicitation is also requested.

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

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Automated security scan: Unavailable

HTTP 404

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About this listing

Category
Product & design
Reported license
MIT
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.
Product Feedback Learning Loop | Agent Skills Atlas