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Claude Skills by yogsoth-ai
github.com/yogsoth-ai1,223 skills7 installs1,449 views
- Statistical Method SelectionSelect appropriate statistical methods for experiment analysisVotes: 0GitHub stars: 417
- Statistical TestingApply the pre-declared statistical/estimation procedure and report effect size, uncertainty, model checks, and decision-relevant interpretation.Votes: 0GitHub stars: 417
- Steel Manning SynthesisSynthesize all attacks and verdicts into a final unified assessment with surviving concerns and recommended modifications.Votes: 0GitHub stars: 417
- Steel ManningSteel-Manning Campaign — adversarial verification of convergence decisions through resurrection advocacy, winner stress-testing, criteria interrogation, and multi-perspective attack using Devil's Advocacy, Pre-mortem, Red Teaming, Dialectical Inquiry methods.Votes: 0GitHub stars: 417
- Stepping StoneUse impractical ideas as stepping stones to reach practical solutions (de Bono Stepping Stone technique).Votes: 0GitHub stars: 417
- Strategy Robustness TestingOrchestrates impact assessment and robustness scoring to evaluate research approach resilience across scenariosVotes: 0GitHub stars: 417
- Stress ScenarioWhat is the worst case? — Extreme condition construction and failure mode enumeration for risk preparednessVotes: 0GitHub stars: 417
- Structural CounterfactualStrategy: Pearl Three-Step counterfactual — Abduction (fit model to evidence), Action (intervene on factor), Prediction (derive counterfactual outcome).Votes: 0GitHub stars: 417
- Structural DeconstructionDecompose systems into components and reassemble via SCAMPER, SIT, TRIZ, and recombination. Campaign orchestrating 5 strategies for systematic structural transformation.Votes: 0GitHub stars: 417
- Structural MappingMap source→target structural correspondences. Identifies corresponding, missing, and extra elements between domains.Votes: 0GitHub stars: 417
- Structural SynthesisSynthesize all structural transformation outputs into a coherent, ranked idea report with lineage tracking.Votes: 0GitHub stars: 417
- Structured Attack CampaignTactic: Full attack lifecycle — threat surface enumeration, attack vector generation, systematic probing, and finding aggregation across all surfaces.Votes: 0GitHub stars: 417
- Structured ConsensusMap disagreement, iterate evidence/argument refinement, and terminate with an output contract containing stable consensus, unresolved disagreements, confidence/probabilities, and threshold/stop rationale.Votes: 0GitHub stars: 417
- Sub Question DecompositionTactic: 将主问题分解为可独立回答的子问题层级Votes: 0GitHub stars: 417
- Sub Question GenerationSOP: 将主研究问题分解为可独立回答的子问题Votes: 0GitHub stars: 417
- Subagent Execution LoopOrchestrate task execution via fresh subagents with dispatch, monitoring, and result collectionVotes: 0GitHub stars: 417
- Success Criteria DefinitionSOP: 为研究问题定义可测量的成功标准Votes: 0GitHub stars: 417
- Sufficiency EvaluationEvaluate the probability of sufficiency (PS) for a causal factor — would this factor alone be enough to produce the conclusion?Votes: 0GitHub stars: 417
- Surgery OperationExecute component surgery operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking.Votes: 0GitHub stars: 417
- Survey SynthesisFinal synthesis step — weave all gathered evidence (reading notes, extracted data, categorizations) into a coherent structured output appropriate to the strategy type. Used by all 5 strategies as the final step.Votes: 0GitHub stars: 417
- Symbolic AnalogyCompress core contradiction into poetic imagery/oxymoron. Use compressed conflicts to reveal hidden solution directions.Votes: 0GitHub stars: 417
- Symbolic CompressionCompress problem contradiction into 2-3 word oxymoron. Produces oxymorons with interpretation directions for each.Votes: 0GitHub stars: 417
- Synectics SynthesisSynthesize all synectics outputs into a structured idea report. Combines results from all analogy types and excursion processes.Votes: 0GitHub stars: 417
- SynecticsSynectics Campaign — systematic use of analogy and metaphor for breakthrough associations via Gordon's 4 analogy types and excursion method.Votes: 0GitHub stars: 417
- Systematic EnumerationSystematic Enumeration Campaign — exhaustive coverage analysis to discover overlooked solution spaces via benchmark sweep, method-problem matrix, ablation, and failure taxonomyVotes: 0GitHub stars: 417
- Systematic Factor AblationTactic: List all factors, remove one at a time, assess conclusion stability, rank factors by load-bearing importance.Votes: 0GitHub stars: 417
- Systematic PerturbationMulti-axis systematic perturbation — define variation axes, perturb along each, measure degradation, construct validity envelope.Votes: 0GitHub stars: 417
- Systematic ProbingStrategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.Votes: 0GitHub stars: 417
- Systematic SurveyExhaustive PRISMA-style literature survey — comprehensive coverage of all related work on a specific question. Multi-stage screening, citation chaining, quality assessment, and structured data extraction. Use when the user needs to demonstrate complete literature coverage or conduct rigorous gap analysis.Votes: 0GitHub stars: 417
- Task DecompositionOrchestrate the breakdown of experiment design into sequenced, estimated, and formatted task planVotes: 0GitHub stars: 417
- Taxonomy MappingConstruct a hierarchical field map from paper collection — multi-level taxonomy with parent/child relationships, paper counts per node, and maturity indicators. Used by scoping-survey.Votes: 0GitHub stars: 417
- Temporal ProjectionView problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.Votes: 0GitHub stars: 417
- Temporal ScenarioHow does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curvesVotes: 0GitHub stars: 417
- Temporal Sensitivity TestingTest whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.Votes: 0GitHub stars: 417
- Temporal SequencingDetermine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.Votes: 0GitHub stars: 417
- Tension MiningIdentify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.Votes: 0GitHub stars: 417
- Thematic CodingIdentify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.Votes: 0GitHub stars: 417
- Theorist HatTheorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.Votes: 0GitHub stars: 417
- Theory IdentificationSOP: 识别与研究gap相关的理论框架Votes: 0GitHub stars: 417
- Theory Mechanism ExtractionTactic: 演绎路径核心——从理论出发提取机制、变量与关系，生成假设候选Votes: 0GitHub stars: 417
- Thought ExperimentStrategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.Votes: 0GitHub stars: 417
- Threat Surface MappingEnumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.Votes: 0GitHub stars: 417
- Threshold CalibrationSystematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.Votes: 0GitHub stars: 417
- Threshold SettingDefine minimum acceptable thresholds for each criterion based on context and constraints.Votes: 0GitHub stars: 417
- Threshold SweepCompute consensus status at multiple threshold levels to produce a threshold-consensus curve.Votes: 0GitHub stars: 417
- Time MachineTemporal projection — view a solution from future/past time horizons to generate temporally-informed insights.Votes: 0GitHub stars: 417
- Timeline ProjectionExtrapolate research landscape timelines using trend analysis and milestone projectionVotes: 0GitHub stars: 417
- Transfer AdaptationAdapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.Votes: 0GitHub stars: 417
- Trend AnalysisPatent filing volume time-series, technology lifecycle stage, and S-curve analysisVotes: 0GitHub stars: 417
- Trimming ExecutionProgressively remove components from a system while verifying function preservation through redistribution.Votes: 0GitHub stars: 417