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PthahnixPthahnix/De-Anthropocentric-Research-Engine/skills/appreciative-reframe/SKILL.md

appreciative-reframe

Skill504 starsChanged 48 days agoApache-2.0View on GitHub

Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.

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SKILL.md

appreciative-reframe

Purpose

Reframe a problem around functioning exceptions, strengths, positive deviance, and conditions supporting desired behavior.

Input contract

required: [problem_statement, functioning_exceptions]
optional: [stakeholders, outcome_definition]
constraints: [exceptions must be observed cases, not aspirations]

Procedure

  1. Identify cases where the desired behavior already occurs.
  2. Extract the enabling conditions and strengths present in those cases.
  3. Rewrite the research question around reproducing or extending those conditions.

Output contract

produces: [exception_inventory, enabling_conditions, appreciative_reframe]
delta_fields: [findings, hypothesis_updates, decisions]

Quality gates

  • Each positive exception has evidence and a condition set; the reframe preserves the target outcome.

Failure and counterexamples

Reject success stories that are unverified, incomparable, or explained only by selection bias.

Provenance map

  • deep-insight/appreciative-reframing: resolved.

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