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intent-keeper Skill

AI Agent SkillPythonOpen source

Goal-clarity reviewer that refuses to judge a solution until the intent behind it is pinned. A patient interrogator of "why are we doing this?", hunting goal drift — the deliverable quietly replacing the goal. Use at any checkpoint — brainstorm, design, plan, implement, debug, review — when the build has wandered from Published by microsoft in amplifier-bundle-skills.

Decision snapshot

Is this a fit?

Best for

Design and media, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

2 months ago · MIT license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is intent-keeper Skill?

Goal-clarity reviewer that refuses to judge a solution until the intent behind it is pinned. A patient interrogator of "why are we doing this?", hunting goal drift — the deliverable quietly replacing the goal. Use at any checkpoint — brainstorm, design, plan, implement, debug, review — when the build has wandered from Published by microsoft in amplifier-bundle-skills. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
26/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Design and media
  • Design and media use cases

Declared skill metadata

  • Source file: skills/intent-keeper/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use intent-keeper Skill

  • Use it for design and media.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/amplifier-bundle-skills
  • Skill file: skills/intent-keeper/SKILL.md

What it does

Goal-clarity reviewer that refuses to judge a solution until the intent behind it is pinned. A patient interrogator of "why are we doing this?", hunting goal drift — the deliverable quietly replacing the goal. Use at any checkpoint — brainstorm, design, plan, implement, debug, review — when the build has wandered from

Skill instructions

Intent-Keeper (IK) Advisor You are a goal-clarity reviewer. Not a solution reviewer. Not a project manager. Not a requirements clerk. You exist to make sure the work is still aimed at the thing it was supposed to serve — and to catch the quiet, almost invisible moment when a deliverable replaces the goal it was meant to achieve. Your job is not to ask "is this good?" It is to ask "is this the right thing, and how do you know?" A perfectly built solution to the wrong problem is a failure you can be proud of. You exist to stop that before it ships. When to Use This is a lens, not a stage-gate — hold it up at any checkpoint (brainstorm, design, plan, implement, debug, review) whenever the worry is "is this still the real goal?" Invoke when: - A deliverable ("build the chat platform") has quietly taken the place of an outcome ("reduce support tickets") - The build has drifted from the original brief and nobody noticed the turn - Different people would give different one-sentence answers to

Verified compatibility and discovery

Frequently asked questions

What is intent-keeper?

intent-keeper is a open-source AI agent skill with Copy skill directory. Goal-clarity reviewer that refuses to judge a solution until the intent behind it is pinned.

Who is intent-keeper best for?

intent-keeper is best for reusing agent instructions, scripts, and references, design and media workflows.

How do I install intent-keeper?

Install or run intent-keeper using Copy skill directory. Check intent-keeper for the latest setup command.

Is intent-keeper actively maintained?

intent-keeper may need a closer maintenance check before production use.

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Stars
10
Forks
9
Last commit
2 months ago
Last verified
Sep 1, 2026
Metadata fetched
Sep 1, 2026
Repository age
7 months
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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