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Appropriate Reliance Skill (v2.0) - Calibrate trust in human-AI collaboration

Guides calibrated human-AI collaboration through confidence signaling, source grounding, mutual challenge, proactive risk flagging, and creative validation.

Tags

Updated: 2026-09-29
human-AI collaborationconfidence calibrationsource groundingmutual challengehuman agencyself-correction

Capabilities

Calibrate confidenceGround claims in sourcesFlag uncertainty and risksInvite mutual challenges

Typical Inputs

User contextTask requirementsUser feedback

Typical Outputs

Calibrated confidence statementsSource-grounded explanationsClarifying questions

What this skill does

  • Calibrate confidence
  • Ground claims in sources
  • Flag uncertainty and risks
  • Invite mutual challenges
  • Preserve human agency
  • Correct errors directly
  • Offer alternative approaches

Inputs

  • User context
  • Task requirements
  • User feedback
  • Source materials

Outputs

  • Calibrated confidence statements
  • Source-grounded explanations
  • Clarifying questions
  • Risk and uncertainty flags
  • Alternative approaches
  • Error corrections

Requirements

    Source

    • Spec: SKILL.md

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