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yao-meta-skill/reports/intent-confidence.md
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2026-04-23 14:04:16 +08:00

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Intent Confidence

  • Confidence score: 30/100
  • Confidence band: low
  • Gate passed: False
  • Recommended action: Pause before deep authoring and close the highest-leverage gaps first.

Current Reading

Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.

Strong Signals

  • The recurring job is concrete enough to anchor the package.

Gaps To Close

  • Real inputs are missing (high): Without real inputs, it is hard to choose assets, scripts, or examples.
  • Primary output is missing (high): The package does not yet know what it must hand back.
  • Near-neighbor exclusions are missing (high): The route may blur into nearby requests without an exclusion list.
  • Constraints are missing (high): The package does not yet know which tradeoffs matter most.
  • Quality bar is implied, not explicit (medium): The first evaluation target is still underspecified.

Follow-Up Questions

  • What material will people actually hand to this skill in practice?
    • Why: Real input shape decides whether references, scripts, or examples are needed.
  • What finished hand-back should this skill return so the next person can keep moving?
    • Why: The output is the anchor for package design and review.
  • What nearby requests should this skill clearly leave out so the boundary stays clean?
    • Why: Exclusions are the fastest route to better trigger quality.