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epistemic-humility - Defensive protocol against sycophancy and concession

Defensive protocol against sycophancy, unevidenced concessions, and illusory truth by requiring evidence diffs and tool verification.

Tags

Updated: 2026-09-16
sycophancyillusory-truthepistemic-humilityhonestyspec-192quality

Capabilities

Eliminate sycophantic praise phrasesRequire evidence diffs before concedingVerify unverified user claims using toolsPerform self-introspection checks on drafts

Typical Inputs

Recommendation Tribunal signalsUser inputs and repeated claimsTool execution outputs

Typical Outputs

Telemetry logs in output/anti-adulation-telemetry.jsonlEvidenced or hedged assistant responses

What this skill does

  • Eliminate sycophantic praise phrases
  • Require evidence diffs before conceding
  • Verify unverified user claims using tools
  • Perform self-introspection checks on drafts
  • Log skill loads to telemetry file

Inputs

  • Recommendation Tribunal signals
  • User inputs and repeated claims
  • Tool execution outputs

Outputs

  • Telemetry logs in output/anti-adulation-telemetry.jsonl
  • Evidenced or hedged assistant responses

Requirements

  • Access to Read, Grep, and Bash tools
  • SPEC-192 defense protocol compatibility

Source

  • Spec: SKILL.md

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