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Claude Skills by yogsoth-ai
github.com/yogsoth-ai1,223 skills7 installs1,449 views
- Formulate HypothesesGenerate testable hypotheses from theory, empirical regularity, anomaly, or explicit explanatory competition. Deductive, inductive, abductive, and competing-hypothesis generation are modes; discriminating predictions and comparison are activated in competing mode.Votes: 0GitHub stars: 499
- Formulate Meta Analysis ScopeInstantiate a typed evidence question schema such as PICO/PECO for quantitative synthesis.Votes: 0GitHub stars: 499
- Formulate Research QuestionConvert a hypothesis into a precise research question with fit-for-purpose framework, scope, feasibility, and success criteria.Votes: 0GitHub stars: 499
- Generate Alternative ModelGenerate a plausible model variant by relaxing, replacing, or generalizing assumptions.Votes: 0GitHub stars: 499
- Generate Attack VectorGenerate a concrete executable attack/probe against a chosen threat surface.Votes: 0GitHub stars: 499
- Generate Candidate DirectionsGenerate diverse candidate research fields/subfields consistent with current context while permitting deliberate boundary-crossing.Votes: 0GitHub stars: 499
- Generate Competing HypothesesGenerate mechanism-distinct explanations rather than superficial paraphrases.Votes: 0GitHub stars: 499
- Generate CounterexampleGenerate a concrete counterexample candidate that satisfies the target claim's stated scope while violating its conclusion or claimed structural property; record whether exclusion would be principled or ad hoc.Votes: 0GitHub stars: 499
- Generate ProvocationGenerate a deliberate pattern-breaking perturbation: PO, reversal, negation, random stimulus, exaggeration, or distortion.Votes: 0GitHub stars: 499
- Generate SubquestionsDecompose a research question into MECE subquestions with coverage and independence arguments.Votes: 0GitHub stars: 499
- Identify BottleneckIdentify the limiting dimension or dependency currently constraining progress.Votes: 0GitHub stars: 499
- Identify Critical ChainIdentify the longest/limiting dependency path while accounting for resource contention and convergence points.Votes: 0GitHub stars: 499
- Identify Dominant FrameIdentify the dominant framing/paradigm or governing variable constraining the current problem representation.Votes: 0GitHub stars: 499
- Identify Inventive ContradictionIdentify paired parameters or requirements where improving one worsens another, and distinguish technical from physical contradictions.Votes: 0GitHub stars: 499
- Identify Load Bearing FactorsIdentify factors/assumptions/uncertainties whose change most strongly controls the conclusion.Votes: 0GitHub stars: 499
- Identify Scenario DriversIdentify high-impact/high-uncertainty drivers and rank them for scenario construction.Votes: 0GitHub stars: 499
- Identify Shared PriorsTrace supposedly independent evidence/reasoning paths to shared priors, datasets, models, prompts, framings, assumptions, or upstream sources that induce correlated errors.Votes: 0GitHub stars: 499
- Identify TheoryIdentify theories relevant to a gap and characterize their applicability. Evidence acquisition is not prescribed.Votes: 0GitHub stars: 499
- Identify VariablesIdentify relevant variables/factors and annotate functional roles.Votes: 0GitHub stars: 499
- Instantiate TransferTurn an abstract transferred principle into a concrete target-domain design/mechanism.Votes: 0GitHub stars: 499
- Inventory Reference ItemsBuild a structured inventory of externally established reference items under a parent-specified schema, preserving applicability/status, key attributes, limitations, and provenance. Typical schemas include benchmark or known-solution/method family.Votes: 0GitHub stars: 499
- List Undesirable EffectsList observable undesirable effects with evidence and severity as starting points for constraint/root-cause analysis.Votes: 0GitHub stars: 499
- Map Ablation ComponentsMap system structure into ablatable units, dependencies, legal removal/replacement operations, and expected contribution hypotheses.Votes: 0GitHub stars: 499
- Map AnalogyMap source structure/relations/functions to target structure and annotate match quality.Votes: 0GitHub stars: 499
- Map Coverage SpaceMap a set of methods/assets/evidence items against a typed problem, capability, condition, or design space to expose redundancy, coverage structure, and the strength of support in each occupied region.Votes: 0GitHub stars: 499
- Map DependenciesConstruct a dependency graph and identify cycles, critical paths, and parallelizable branches.Votes: 0GitHub stars: 499
- Map DisagreementRepresent where perspectives/arguments agree, disagree, and why.Votes: 0GitHub stars: 499
- Map Patent White SpaceMap protected feature combinations and identify technically meaningful, plausibly unprotected white space.Votes: 0GitHub stars: 499
- Map Productive PolarityMap a persistent two-pole tension where both poles contain value: upsides/downsides of over-focusing each pole, warning signs, and practices that manage the polarity rather than falsely resolving it.Votes: 0GitHub stars: 499
- Map Research LandscapeMap candidate research fields or subfields, their maturity, competition, entry barriers, and opportunity structure. Evidence/tool acquisition is host-selected.Votes: 0GitHub stars: 499
- Map Stakeholder JobsRepresent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts relevant to the research target.Votes: 0GitHub stars: 499
- Map Stakeholder SystemModel the research system from stakeholder and boundary perspectives: define what is inside/outside the system, identify stakeholder jobs and stakes, classify salience, and expose conflicts that alter problem framing or feasibility.Votes: 0GitHub stars: 499
- Map Threat SurfaceEnumerate attackable dimensions of an artifact and rate exposure/accessibility.Votes: 0GitHub stars: 499
- Map Validity EnvelopeMap where a claim, method, or design remains valid by defining variation axes, probing systematic or adversarial/boundary values, detecting breakpoints, and constructing a multidimensional validity envelope. Critical-case selection is an optional inference-maximizing mode.Votes: 0GitHub stars: 499
- Measure Portfolio DiversityQuantify portfolio diversity/coverage across declared feature, mechanism, domain, or failure-mode dimensions and expose concentration/niche collapse.Votes: 0GitHub stars: 499
- Mine Patent LandscapeMap a patent landscape using families, classifications, assignees, filing dynamics, quality, and technical-domain coverage without prescribing a patent provider.Votes: 0GitHub stars: 499
- Mutate Solution PopulationGenerate controlled variants of a solution population through mutation/recombination operators while retaining lineage and changed dimensions.Votes: 0GitHub stars: 499
- Navigate Patent ClassificationTraverse IPC/CPC-like classification neighborhoods to expand or delimit a technical patent domain.Votes: 0GitHub stars: 499
- Negate ClaimProduce a scope-preserving logical negation of a claim or assumption.Votes: 0GitHub stars: 499
- Normalize Comparison ScaleNormalize heterogeneous values onto a declared comparison scale while preserving direction, units, uncertainty, and the transformation rule. The normalized object may be criterion scores, resource budgets, or another comparable quantity.Votes: 0GitHub stars: 499
- Normalize GapNormalize heterogeneous gap records into a comparable schema before decision operations.Votes: 0GitHub stars: 499
- Operationalize ConstructTurn abstract variables/constructs into measurable operational definitions.Votes: 0GitHub stars: 499
- Optimize Design Under BudgetGiven cost per run and resource budget, choose the most information-efficient feasible design while preserving essential validity constraints.Votes: 0GitHub stars: 499
- Optimize Pareto FrontierGenerate a non-dominated frontier for a multi-objective candidate/portfolio problem.Votes: 0GitHub stars: 499
- Parse Patent ClaimParse independent/dependent claim structure, extract elements, and map claim features to technical functions/domains.Votes: 0GitHub stars: 499
- Plan Effect SizeChoose effect-size estimands and required conversions/calculation rules appropriate to the outcomes and design.Votes: 0GitHub stars: 499
- Predict Competitive MovePredict plausible competitor research moves, timing, and preemption/priority risk with explicit assumptions.Votes: 0GitHub stars: 499
- Probe Benchmark ArtifactProbe whether benchmark performance can be explained by shortcuts, artifacts, leakage, annotation cues, metric gaming, or non-target capabilities.Votes: 0GitHub stars: 499
- Problem ReframingChange 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.Votes: 0GitHub stars: 499
- Project Future RealityProject the downstream consequences of a proposed constraint-breaking intervention and detect new undesirable effects.Votes: 0GitHub stars: 499