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.
Adopted by
Most recently taken up by
- cdeust/zetetic-team-subagentstheir own version, first seen Oct 25, 2026
- yogsoth-ai/de-anthropocentric-research-engineword for word, first seen Sep 25, 2026
Other versions2 projects use a version of this.
Word for word · 1
- yogsoth-ai/de-anthropocentric-research-engine★ 505100% same
Edited · 0
None found.
Wrote their own version · 1
- cdeust/zetetic-team-subagents★ 8same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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- The first 60 shown.
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
- Distinctive: line 22
Do not perform called SOP operations inline.
- Very specific: line 27
If a reframed question is ready to generate testable explanations, consider formulate-hypotheses.
≈ “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.
Files
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_inputExecution protocol
Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
- Select the reframe mode that matches the declared failure in the current frame.
- Execute the mode-specific operations below without deleting the original frame or its evidence.
- 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-deliberationmay 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 skillidentify-dominant-frameto identify that frame. You MUST load skillgenerate-provocationto challenge it. You MUST load skillderive-consequencesto trace the resulting consequences. You MUST load skillappreciative-reframeto retain generative strengths while escaping the dominant frame.perspective-shift: rotate explicit reviewer, practitioner, theorist, time, or novice views. You MUST load skillconstruct-perspective-setto construct the explicit views. You MUST load skillrotate-perspectiveto rotate them. You MUST load skillmap-disagreementto retain their substantive disagreements.stakeholder/worldview: reframe around stakeholder interests and lived assumptions. You MUST load skillconstruct-perspective-setto construct stakeholder worldviews. You MUST load skillrotate-perspectiveto apply each worldview. You MUST load skillassess-problem-wickednessto assess conflicts that prevent a single stable frame. You MUST load skillmap-disagreementto preserve unresolved interests.polarity: expose productive opposition and map its consequences. You MUST load skillmap-productive-polarityto map the opposing poles. You MUST load skillderive-consequencesto derive their consequences.abstraction-scope: move up/down the abstraction or scope ladder and preserve invariants. You MUST load skilladjust-abstraction-scopeto 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-analogyresolved;six-thinking-hats,role-storming,perspective-rotation,Pass8/force-perspective-shiftconcept.
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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