71 instruction files for AI agents, collected from product-on-purpose/thinking-framework-skills. Install any of them at an exact version with mdr add product-on-purpose/thinking-framework-skills/<name>.
AGENTS.md AGENTS.md file
product-on-purpose/thinking-framework-skills · AGENTS.md
git:20261107.3ccb474 · audit A · 25 stars
git:20261105.13a2fe7 · audit A · 25 stars
llms.txt@site/public llms.txt file
product-on-purpose/thinking-framework-skills · site/public/llms.txt
git:20261021.903ca21 · audit A · 25 stars
think-abstraction-laddering SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-abstraction-laddering/SKILL.md · Builds an abstraction ladder that moves a problem up ("why / to what end?") and down ("how / what specifically?") to…
v0.1.0 · audit A · 25 stars
think-affinity-mapping SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-affinity-mapping/SKILL.md · Produces a clustered theme map that groups many raw notes, observations, quotes, or data points bottom-up into a small…
v0.1.0 · audit A · 25 stars
think-after-action-review SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-after-action-review/SKILL.md · Produces a structured after-action review by comparing what was expected against what actually happened, diagnosing why…
v0.1.0 · audit A · 25 stars
think-analysis-of-competing-hypotheses SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-analysis-of-competing-hypotheses/SKILL.md · Handles a by-name request for ACH (Analysis of Competing Hypotheses), the evidence-by-hypothesis disconfirmation…
v0.1.0 · audit A · 25 stars
think-argument-mapping SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-argument-mapping/SKILL.md · Produces an argument map by laying out a claim's supporting reasons, the co-premises each silently depends on, and the…
v0.1.0 · audit A · 25 stars
think-assumption-reversal SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-assumption-reversal/SKILL.md · Generates non-obvious ideas by surfacing the foundational assumptions a problem or solution rests on, negating each…
v0.1.0 · audit A · 25 stars
think-authentic-dissent SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-authentic-dissent/SKILL.md · Checks whether a decision has genuine minority dissent or only smooth surface consensus, identifies who actually holds…
v0.1.0 · audit A · 25 stars
think-backcasting SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-backcasting/SKILL.md · Produces a backcast path by fixing a vivid desired future state and reasoning backward through the milestones and…
v0.1.0 · audit A · 25 stars
think-belief-update-routine SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-belief-update-routine/SKILL.md · Produces a belief-update ledger that re-scores a standing inventory of open beliefs against newly arrived evidence on a…
v0.1.0 · audit A · 25 stars
think-boundary-critique SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-boundary-critique/SKILL.md · Audits the boundary judgments that silently define a problem frame. For each of four sources, who benefits, who…
v0.1.0 · audit A · 25 stars
think-brainwriting SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-brainwriting/SKILL.md · Generates ideas the way silent parallel brainwriting does, producing several independent idea streams that build on…
v0.1.0 · audit A · 25 stars
think-causal-layered-analysis SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-causal-layered-analysis/SKILL.md · Produces a four-layer matrix (litany, system, worldview, myth) of the current 'used future' beside a reconstructed…
v0.1.0 · audit A · 25 stars
think-causal-loop-diagrams SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-causal-loop-diagrams/SKILL.md · Builds a signed causal loop diagram by closing the feedback loops in a situation, labeling each loop reinforcing (R) or…
v0.1.0 · audit A · 25 stars
think-complexity-domain-sort SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-complexity-domain-sort/SKILL.md · Runs a Complexity Domain Sort, sorting a situation into Clear, Complicated, Complex, Chaotic, or Confusion and choosing…
v0.1.0 · audit A · 25 stars
think-concept-mapping SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-concept-mapping/SKILL.md · Builds a concept map - a non-hierarchical network of concept nodes joined by directed, labeled linking phrases so each…
v0.1.0 · audit A · 25 stars
think-consider-the-unknowns SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-consider-the-unknowns/SKILL.md · Produces a known-unknowns ledger by enumerating the relevant evidence not in hand, the variables that bear on a…
v0.1.0 · audit A · 25 stars
think-contradiction-resolution SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-contradiction-resolution/SKILL.md · Converts a stuck trade-off into a contradiction to dissolve rather than a compromise to settle for. Names the two…
v0.1.0 · audit A · 25 stars
think-contradiction-tension-mapping SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-contradiction-tension-mapping/SKILL.md · Produces a both/and polarity map - two interdependent poles, the upside and downside quadrant of each, a greater…
v0.1.0 · audit A · 25 stars
think-decision-journal SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-decision-journal/SKILL.md · Produces a decision journal entry that records a consequential decision at the moment it is made - the decision, the…
v0.1.0 · audit A · 25 stars
think-decision-option-review SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-decision-option-review/SKILL.md · Produces a criteria-weighted option matrix by comparing a set of options against weighted criteria, scoring each…
v0.1.0 · audit A · 25 stars
think-dialectical-bootstrapping SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-dialectical-bootstrapping/SKILL.md · Produces a dialectical estimate that improves a single committed number by polling the inner crowd, make a first…
v0.1.0 · audit A · 25 stars
think-eisenhower-moscow-pareto SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-eisenhower-moscow-pareto/SKILL.md · Runs one of the three lightweight prioritization presets (Eisenhower urgent-important 2x2, MoSCoW…
v0.1.0 · audit A · 25 stars
think-ethical-matrix SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-ethical-matrix/SKILL.md · Produces an ethical matrix, a grid that cross-references affected parties (rows, deliberately including voiceless ones…
v0.1.0 · audit A · 25 stars
think-evidence-vs-inference-sort SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-evidence-vs-inference-sort/SKILL.md · Produces an evidence/inference ledger by sorting the claims in a prompt, document, or proposed conclusion into…
v0.1.0 · audit A · 25 stars
think-expected-value-decision-tree SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-expected-value-decision-tree/SKILL.md · Evaluates competing actions under uncertainty by building a decision tree of choice and chance nodes, placing explicit…
v0.1.0 · audit A · 25 stars
think-far-analogy-ideation SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-far-analogy-ideation/SKILL.md · Generates novel solution candidates by stating a problem's deep relational structure, mapping it to distant source…
v0.1.0 · audit A · 25 stars
think-fermi-estimation SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-fermi-estimation/SKILL.md · Produces a Fermi decomposition worksheet that estimates an unknown numeric quantity by factoring it into a chain of…
v0.1.0 · audit A · 25 stars
think-five-whys SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-five-whys/SKILL.md · Runs a Five Whys root-cause trace caveat-first. It leads with the weak evidence (Card 2017 found the single-chain…
v0.1.0 · audit A · 25 stars
think-frame-creation SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-frame-creation/SKILL.md · Generates a new problem frame from theme analysis of the broader context, an abductive standpoint stated as approach it…
v0.1.0 · audit A · 25 stars
think-framework-advisor SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-framework-advisor/SKILL.md · Produces a prioritized, evidence-graded Thinking Plan that diagnoses which thinking frameworks a situation actually…
v0.1.0 · audit A · 25 stars
think-futures-wheel SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-futures-wheel/SKILL.md · Produces a consequence map by tracing the first, second, and third order effects of a change or decision radiating…
v0.1.0 · audit A · 25 stars
think-iceberg-model SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-iceberg-model/SKILL.md · Produces an iceberg that moves a problem down four levels of causation - from the visible event, to the pattern over…
v0.1.0 · audit A · 25 stars
think-interest-based-negotiation SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-interest-based-negotiation/SKILL.md · Produces a negotiation preparation map that separates both sides' positions from their underlying interests, anchors…
v0.1.0 · audit A · 25 stars
think-interval-calibration-check SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-interval-calibration-check/SKILL.md · Audits whether a stated confidence interval means what it claims by running an equivalent-bet indifference test on its…
v0.1.0 · audit A · 25 stars
think-issue-tree SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-issue-tree/SKILL.md · Produces an issue tree that decomposes one big, ambiguous question top-down into a mutually-exclusive…
v0.1.0 · audit A · 25 stars
think-ladder-of-inference-check SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-ladder-of-inference-check/SKILL.md · Produces an annotated reasoning trace that reconstructs how a conclusion was reached, from the observable data, to the…
v0.1.0 · audit A · 25 stars
think-linear-model-aggregation SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-linear-model-aggregation/SKILL.md · Builds a simple mechanical scoring model - a few weighted predictive cues combined by a fixed formula and applied…
v0.1.0 · audit A · 25 stars
think-minimax-regret SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-minimax-regret/SKILL.md · Produces a regret (opportunity-loss) matrix with the minimax pick and the binding worst-case state, choosing among…
v0.1.0 · audit A · 25 stars
think-morphological-analysis SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-morphological-analysis/SKILL.md · Produces a morphological field (a Zwicky box of independent parameters by their possible values) plus a…
v0.1.0 · audit A · 25 stars
think-natural-frequency-bayesian SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-natural-frequency-bayesian/SKILL.md · Converts a conditional-probability or base-rate question into natural frequencies over a concrete population (for…
v0.1.0 · audit A · 25 stars
think-one-way-vs-two-way-door SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-one-way-vs-two-way-door/SKILL.md · Produces a reversibility classification that triages a decision before any analysis - labeling it a reversible two-way…
v0.1.0 · audit A · 25 stars
think-pairwise-comparison SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-pairwise-comparison/SKILL.md · Produces a binary-vote comparison matrix (every pair judged A-beats-B), a derived ranking, and a consistency check…
v0.1.0 · audit A · 25 stars
think-parallel-perspectives-review SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-parallel-perspectives-review/SKILL.md · Evaluates a decision or idea through several deliberately separated lenses in turn (facts, upside, risks, intuition…
v0.1.0 · audit A · 25 stars
think-premortem SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-premortem/SKILL.md · Generates a ranked risk register that stress-tests a planned decision by imagining it has already failed, surfacing the…
v0.1.0 · audit A · 25 stars
think-problem-restatement SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-problem-restatement/SKILL.md · Generates several genuinely different framings of an ambiguous problem by varying altitude, stakeholder, and…
v0.1.0 · audit A · 25 stars
think-process-tracing SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-process-tracing/SKILL.md · Evaluates rival causal explanations of a single case by typing each piece of within-case evidence by its diagnosticity…
v0.1.0 · audit A · 25 stars
think-pyramid-principle SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-pyramid-principle/SKILL.md · Produces a pyramid that structures a recommendation answer-first - a single governing thought on top, a small set of…
v0.1.0 · audit A · 25 stars
think-qualitative-comparative-analysis SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-qualitative-comparative-analysis/SKILL.md · Handles a by-name request for QCA (Qualitative Comparative Analysis), the truth-table-and-Boolean-minimization method…
v0.1.0 · audit A · 25 stars
think-question-burst SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-question-burst/SKILL.md · Generates a rapid burst of questions about a problem (questions only, no answers), then ranks them for which would most…
v0.1.0 · audit A · 25 stars
think-random-frameworks SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-random-frameworks/SKILL.md · Generates three off-pattern framework analyses of a topic by drawing frameworks at random, applying each regardless of…
v0.1.0 · audit A · 25 stars
think-red-team-light SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-red-team-light/SKILL.md · Produces an adversarial critique by constructing the strongest case against a proposal or thesis (the best objections…
v0.1.0 · audit A · 25 stars
think-reference-class-forecasting SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-reference-class-forecasting/SKILL.md · Produces a reference-class estimate by defining a class of similar past cases, taking their base-rate distribution of…
v0.1.0 · audit A · 25 stars
think-reflective-equilibrium SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-reflective-equilibrium/SKILL.md · Runs reflective equilibrium (mutual adjustment between considered case judgments, general principles, and background…
v0.1.0 · audit A · 25 stars
think-research-framework SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-research-framework/SKILL.md · Researches a thinking framework end to end and produces a schema-valid proposed registry entry plus a learning dossier…
v0.1.0 · audit A · 25 stars
think-role-storming SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-role-storming/SKILL.md · Produces a persona-tagged divergent idea list, ideas generated while inhabiting a chosen non-self identity to lower…
v0.1.0 · audit A · 25 stars
think-scamper SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-scamper/SKILL.md · Generates a structured set of variations on an existing idea, product, or process by running it through seven…
v0.1.0 · audit A · 25 stars
think-scenario-planning SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-scenario-planning/SKILL.md · Produces a scenario set, 2-4 contrasting and internally consistent short narratives of alternative external futures…
v0.1.0 · audit A · 25 stars
think-speculative-harms-anti-goals SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-speculative-harms-anti-goals/SKILL.md · Produces an anti-goals register by assuming a design succeeds at scale, narrating the near-future in which that success…
v0.1.0 · audit A · 25 stars
think-stocks-and-flows-reasoning SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-stocks-and-flows-reasoning/SKILL.md · Produces a stock-flow map by separating a quantity that accumulates from the inflows and outflows that change it, then…
v0.1.0 · audit A · 25 stars
think-swot SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-swot/SKILL.md · Runs a SWOT analysis (strengths, weaknesses, opportunities, threats) caveat-first. It leads with the weak evidence…
v0.1.0 · audit A · 25 stars
think-theory-of-constraints SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-theory-of-constraints/SKILL.md · Produces a constraint-intervention plan that names the single binding constraint capping a system's throughput and…
v0.1.0 · audit A · 25 stars
think-three-horizons SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-three-horizons/SKILL.md · Produces a three-curve transition map (a declining present H1, a contested middle H2 read in two directions, an…
v0.1.0 · audit A · 25 stars
think-top3 SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-top3/SKILL.md · Produces a worked three-framework analysis of a topic. Ranks the library's thinking frameworks for relevance, applies…
v0.1.0 · audit A · 25 stars
think-veil-of-ignorance-reasoning SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-veil-of-ignorance-reasoning/SKILL.md · Produces a veiled-decision comparison that decides a values trade-off as if the decider had an equal chance of being…
v0.1.0 · audit A · 25 stars
think-walton-argumentation-schemes SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-walton-argumentation-schemes/SKILL.md · Evaluates one short defeasible argument by classifying it as a stereotyped reasoning scheme (appeal to expert opinion…
v0.1.0 · audit A · 25 stars
think-what-would-have-to-be-true SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-what-would-have-to-be-true/SKILL.md · Converts a strategy, option, or contested claim into the specific conditions that would have to be true for it to be…
v0.1.0 · audit A · 25 stars
think-woop SKILL.md skill
product-on-purpose/thinking-framework-skills · skills/think-woop/SKILL.md · Produces a WOOP commitment card by working through Wish, Outcome, Obstacle, and Plan - contrasting the desired outcome…
v0.1.0 · audit A · 25 stars
think-REPLACE-method SKILL.md skill
product-on-purpose/thinking-framework-skills · templates/skill/SKILL.md · REPLACE with one sentence. Lead with an action verb (Generates / Produces / Evaluates / Audits / Checks), name the…
v0.1.0 · audit A · 25 stars