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PthahnixPthahnix/De-Anthropocentric-Research-Engine/skills/problem-reframing/SKILL.md

problem-reframing

Skill504 starsChanged 49 days agoApache-2.0View on GitHub

Change the problem representation when the current frame is limiting: dominant-frame escape, stakeholder/worldview rotation, forced perspective shifts, dialectical/polarity reframing, or abstraction/scope shifts.

2 other projects use a version of this.

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The file

We split this skill into the rules it gives an agent

2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈1

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Do not perform called SOP operations inline.

    line 22
  2. Very specific:

    If a reframed question is ready to generate testable explanations, consider formulate-hypotheses.

    line 27

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

problem-reframing

Purpose

Change a limiting problem representation through frame escape, perspective rotation, polarity, or abstraction/scope shifts.

Input contract

mode_contracts:
  dominant-frame-escape: &reframing_input
    required: [problem_statement, current_frame]
    optional: [stakeholders, assumptions]
    constraints: [each_reframe_must_state_what_changed_and_what_remains_invariant]
  perspective-shift: *reframing_input
  stakeholder/worldview: *reframing_input
  polarity: *reframing_input
  abstraction-scope: *reframing_input

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.

  1. Select the reframe mode that matches the declared failure in the current frame.
  2. Execute the mode-specific operations below without deleting the original frame or its evidence.
  3. Record the transformed frame, derived consequences, invariants, and unresolved disagreement. If a reframed question is ready to generate testable explanations, consider formulate-hypotheses. If opposing frames require a structured exchange, adversarial-deliberation may be the better next tactic. Deviation: mode selects a subset, but every omitted operation must be justified by the declared reframe mode and input.

Mode branches

  • dominant-frame-escape: identify and challenge the frame governing the current question. You MUST load skill identify-dominant-frame to identify that frame. You MUST load skill generate-provocation to challenge it. You MUST load skill derive-consequences to trace the resulting consequences. You MUST load skill appreciative-reframe to retain generative strengths while escaping the dominant frame.
  • perspective-shift: rotate explicit reviewer, practitioner, theorist, time, or novice views. You MUST load skill construct-perspective-set to construct the explicit views. You MUST load skill rotate-perspective to rotate them. You MUST load skill map-disagreement to retain their substantive disagreements.
  • stakeholder/worldview: reframe around stakeholder interests and lived assumptions. You MUST load skill construct-perspective-set to construct stakeholder worldviews. You MUST load skill rotate-perspective to apply each worldview. You MUST load skill assess-problem-wickedness to assess conflicts that prevent a single stable frame. You MUST load skill map-disagreement to preserve unresolved interests.
  • polarity: expose productive opposition and map its consequences. You MUST load skill map-productive-polarity to map the opposing poles. You MUST load skill derive-consequences to derive their consequences.
  • abstraction-scope: move up/down the abstraction or scope ladder and preserve invariants. You MUST load skill adjust-abstraction-scope to move the frame while preserving declared invariants.

Output contract

mode_contracts:
  dominant-frame-escape:
    produces: [dominant_frame, reframe_set, consequence_map]
    delta_fields: [findings, hypothesis_updates, assumption_updates, decisions, open_questions, recommended_jumps]
  perspective-shift:
    produces: [reframe_set, perspective_map, consequence_map]
    delta_fields: [findings, hypothesis_updates, assumption_updates, decisions, open_questions, recommended_jumps]
  stakeholder/worldview:
    produces: [reframe_set, perspective_map]
    delta_fields: [findings, hypothesis_updates, assumption_updates, decisions, open_questions, recommended_jumps]
  polarity:
    produces: [reframe_set, consequence_map, polarity_map]
    delta_fields: [findings, hypothesis_updates, assumption_updates, decisions, open_questions, recommended_jumps]
  abstraction-scope:
    produces: [dominant_frame, reframe_set]
    delta_fields: [findings, hypothesis_updates, assumption_updates, decisions, open_questions, recommended_jumps]

Thresholds and quality gates

  • B: at least two materially distinct frames are recorded; invariants, changed assumptions, and downstream consequences are explicit.

Failure and counterexamples

Reject cosmetic wording changes, perspective lists without consequence changes, and reframes that erase the original decision target.

Provenance map

  • problem-reformulation, dominant-idea-escape, multi-perspective-reframing, dialectical-reformulation, question-reformulation, creative-ideation/perspective-forcing, six-thinking-hats, role-storming, perspective-rotation, synectics/personal-analogy, Pass8/force-perspective-shift: resolved/concept per exact lookup.
  • Status: problem-reformulation, dominant-idea-escape, multi-perspective-reframing, dialectical-reformulation, question-reformulation, creative-ideation/perspective-forcing, synectics/personal-analogy resolved; six-thinking-hats, role-storming, perspective-rotation, Pass8/force-perspective-shift concept.

Preserved source criteria ledger

  • Preserve Six Hats, synectics/personal analogy, dialectical polarity, dominant-frame escape, and abstraction/scope shifts.

Context checkpoint / Delta notes

Append frame changes, perspective consequences, polarity tensions, and selected reframe.

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