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Claude Skills by yogsoth-ai
github.com/yogsoth-ai1,223 skills7 installs1,449 views
- Abstract StructureRemove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.Votes: 0GitHub stars: 499
- Adjudicate ExchangeEvaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.Votes: 0GitHub stars: 499
- Adjust Abstraction ScopeMove a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system boundary) until the representation has useful explanatory and experimental leverage.Votes: 0GitHub stars: 499
- Adversarial DeliberationRun structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth, loser-resurrection, and steelman/winner-stress modes are parameters; role execution is runtime-agnostic.Votes: 0GitHub stars: 499
- Aggregate RankingAggregate criterion or comparison results into an ordered recommendation under an explicit rule.Votes: 0GitHub stars: 499
- Analogical DiscoveryAbstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.Votes: 0GitHub stars: 499
- Analyze Constraints ReadinessCharacterize what blocks a research target: readiness dimensions, obstacles, bottlenecks, resource gaps, causal constraints, dependencies, conflicts, removability, and mitigation pathways. Depth selects lightweight triage, readiness assessment, or causal/TOC-style constraint analysis.Votes: 0GitHub stars: 499
- Analyze Experiment ResultsInterpret completed experimental outputs after host/runtime execution using pre-declared statistical tests, effect/uncertainty estimates, reproducibility checks, and calibrated synthesis.Votes: 0GitHub stars: 499
- Analyze Future ScenariosConstruct and compare plausible future/competitive/temporal/stress scenarios and test whether the research path remains robust across them.Votes: 0GitHub stars: 499
- Analyze HeterogeneityIdentify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.Votes: 0GitHub stars: 499
- Analyze InterventionApply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.Votes: 0GitHub stars: 499
- Analyze Leaderboard DynamicsAnalyze leaderboard score distributions, compression/saturation, anomalies, selective reporting, and regime shifts.Votes: 0GitHub stars: 499
- Analyze Patent Citation NetworkAnalyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge patents, and citation anomalies.Votes: 0GitHub stars: 499
- Analyze Scaling RegimeAnalyze how conclusions/performance change across scale and identify regime shifts, saturation, power-law/log-law behavior, or frontier transitions.Votes: 0GitHub stars: 499
- Analyze Temporal TrajectoryAnalyze an ordered temporal trajectory, including persistence/narrowing/widening tests, regime changes, inflection points, and optional extrapolation with uncertainty. Entity type, window, and forecast mode are parameters.Votes: 0GitHub stars: 499
- Apply PerturbationApply a controlled change to an assumption, factor, component, parameter, or condition and record response.Votes: 0GitHub stars: 499
- Apply Question FrameworkSelect and instantiate a research-question schema appropriate to study type.Votes: 0GitHub stars: 499
- Apply Separation PrincipleResolve a physical contradiction by separating conflicting requirements in time, space, scale, condition, or system level.Votes: 0GitHub stars: 499
- Apply Stage GateApply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions.Votes: 0GitHub stars: 499
- Apply Veto FilterEliminate alternatives that violate any hard threshold and report the exact violation.Votes: 0GitHub stars: 499
- Appreciative ReframeReframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.Votes: 0GitHub stars: 499
- Assess Construct ValidityAssess whether a benchmark measures its claimed capability using content, convergent, discriminant, and confound analysis.Votes: 0GitHub stars: 499
- Assess Evidence SaturationEstimate marginal information gain of new evidence batches relative to the current corpus and classify continuing/near-saturation/saturated.Votes: 0GitHub stars: 499
- Assess Goal FeasibilityCross-check goal branches against resources, obstacles, and timeline; label feasible/stretch/infeasible and propose OR alternatives.Votes: 0GitHub stars: 499
- Assess Patent Claim ScopeAssess protection breadth, limiting elements, support, overlap, design-around vulnerability, and likely scope uncertainty for a patent claim without making legal conclusions beyond the evidence.Votes: 0GitHub stars: 499
- Assess Patent Legal StatusClassify observed patent/legal status and flag uncertainty or jurisdiction dependence.Votes: 0GitHub stars: 499
- Assess Prior Art And ClaimsAssess novelty/prior art and claim scope by decomposing claims, tracing relevant families, and checking status/provenance.Votes: 0GitHub stars: 499
- Assess Problem WickednessAssess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries, feedback, value conflict, and absence of a stable stopping rule.Votes: 0GitHub stars: 499
- Assess Publication BiasAssess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.Votes: 0GitHub stars: 499
- Assess Question QualityAudit a research question for scope and FINER-style quality; return targeted repairs.Votes: 0GitHub stars: 499
- Assess Ranking ConsistencyAudit pairwise/ranking coherence and identify inconsistent cycles/triads.Votes: 0GitHub stars: 499
- Assess Readiness DimensionAssess one readiness dimension against explicit anchors/evidence.Votes: 0GitHub stars: 499
- Assess RemovabilityEstimate whether and at what cost a constraint can be removed or relaxed.Votes: 0GitHub stars: 499
- Assess SensitivityPerturb a specified input, assumption, model choice, analysis choice, or weight and measure sensitivity of a specified output; report convergence/instability, unstable regions, and dominant drivers.Votes: 0GitHub stars: 499
- Assess System BoundaryDefine and challenge the system boundary: what actors, processes, externalities, timescales, and value assumptions are included or excluded.Votes: 0GitHub stars: 499
- Atomize ClaimDecompose a compound position into atomic, independently challengeable/falsifiable claims and expose implicit assumptions.Votes: 0GitHub stars: 499
- Atomize ConceptDecompose compound concepts into atomic, non-overlapping concepts while preserving parent/part relationships.Votes: 0GitHub stars: 499
- Attach Evidence To RelationAttach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata.Votes: 0GitHub stars: 499
- Audit Benchmark ValidityTreat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology, coverage, leaderboard dynamics, and protocol drift.Votes: 0GitHub stars: 499
- Audit Convergence IndependenceAudit claims of independent convergence by tracing shared priors, data, framing, models, prompts, assumptions, or upstream evidence; estimate an effective independent evidence count rather than treating nominal N paths as independent.Votes: 0GitHub stars: 499
- Audit Data ContaminationAudit train/test leakage, memorization artifacts, temporal leakage, and disclosure pathways that can invalidate evaluation.Votes: 0GitHub stars: 499
- Audit Explanatory CompressionTest whether an elegant/simple explanation earns its compression by forbidding alternatives, subsuming independent facts, or making risky predictions, rather than merely relabeling observations with a compact vocabulary.Votes: 0GitHub stars: 499
- Audit Reporting QualityAudit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist.Votes: 0GitHub stars: 499
- Audit Structural EquivalenceAudit a claimed isomorphism/equivalence by constructing an explicit mapping, testing which structures/operations/invariants are preserved, searching counterexamples, and downgrading the claim to the strongest defensible relation when full isomorphism fails.Votes: 0GitHub stars: 499
- Audit Structure ConsistencyDetect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.Votes: 0GitHub stars: 499
- Audit Study ValidityAudit a study against an appropriate methodological-quality and risk-of-bias rubric; return domain-level judgments, evidence, and overall confidence.Votes: 0GitHub stars: 499
- Audit Validator IndependenceAudit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one non-circular failure channel.Votes: 0GitHub stars: 499
- Biologize ProblemTranslate a target problem from implementation language into biological function/constraint language suitable for biological analogy search.Votes: 0GitHub stars: 499
- Biomimetic TransferReframe a problem in biological functional terms, discover organisms/systems solving analogous functions, extract the causal biological strategy, and transfer the mechanism back into the target domain.Votes: 0GitHub stars: 499
- Build Concept FanExpand a target goal into progressively broader concepts and alternative routes, then descend into new concrete approaches.Votes: 0GitHub stars: 499