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Claude Skills by yogsoth-ai
github.com/yogsoth-ai1,223 skills7 installs1,449 views
- Gap ClassificationClassify identified gaps using Miles 7-type taxonomy and AHRQ 4-reason framework. Determines gap type (theoretical, methodological, empirical, etc.) and root cause of gap existence.Votes: 0GitHub stars: 417
- Gap Driven GenerationGenerate solutions targeting specific coverage gaps — detect gaps, generate failure-driven solutions, and design factor-level experiments.Votes: 0GitHub stars: 417
- Gap Keyword ExtractionExtract gap-indicating sentences and phrases from papers/reviews. Identifies linguistic markers of research gaps (e.g., "remains unclear", "has not been explored", "limited understanding").Votes: 0GitHub stars: 417
- Competitor SimulationCompetitor perspective — design strategies to defeat this solution, then use attack vectors to improve it.Votes: 0GitHub stars: 417
- Component DecompositionDecompose system into functional components, identify dependencies, and surface trimming candidates.Votes: 0GitHub stars: 417
- Component SurgeryComponent-level surgical operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking (SIT).Votes: 0GitHub stars: 417
- Compressed ConflictGenerate compressed conflicts (oxymorons) from problem contradictions and extract concrete idea directions from the symbolic tension.Votes: 0GitHub stars: 417
- Compute NormalizationNormalize results by compute budget (Pareto analysis)Votes: 0GitHub stars: 417
- Concept BlendingFauconnier-Turner 4-space model: Generic + Input1 + Input2 → Blended SpaceVotes: 0GitHub stars: 417
- Concept Fan ExpansionExpand concept fan from purpose through concepts to directions to ideas (de Bono Concept Fan).Votes: 0GitHub stars: 417
- Concept FanExpand from purpose to concepts to directions to ideas (de Bono Concept Fan)Votes: 0GitHub stars: 417
- Concept HierarchyBuild concept levels from purpose through concepts to ideas, with escape and fractionation at each level.Votes: 0GitHub stars: 417
- Concept Matrix ConstructionBuild articles × concepts coverage matrix to visualize research landscape and identify empty cells as gap candidates.Votes: 0GitHub stars: 417
- Conclusion Sensitivity MeasurementQuantify how much conclusions change across all assumption negations and produce a sensitivity ranking.Votes: 0GitHub stars: 417
- Conclusion SensitivityMap which assumptions are load-bearing by assessing how the conclusion changes if each assumption fails.Votes: 0GitHub stars: 417
- Condition CatalogingRecord evaluation conditions (data splits, hyperparams, hardware, seeds) from a paperVotes: 0GitHub stars: 417
- Condition NormalizationCompare and standardize experimental conditions across papersVotes: 0GitHub stars: 417
- Condition StandardizationStandardize evaluation condition differences across papers — 20 methods, 60 data points, 30 web searches budgetVotes: 0GitHub stars: 417
- Confidence CalibrationCalibrates confidence scores based on debate progression. Determines whether to escalate, continue, or terminate based on cumulative evidence.Votes: 0GitHub stars: 417
- Conflict ResolutionHow do constraints conflict with each other? — Evaporating Cloud + assumption challenging + injection to resolve constraint conflictsVotes: 0GitHub stars: 417
- Conjunctive FilterApply conjunctive screening rules to eliminate candidates that fail any threshold.Votes: 0GitHub stars: 417
- Consensus ClassificationClassify items as consensus or dissensus at a given threshold.Votes: 0GitHub stars: 417
- Consensus MeasurementCompute consensus score from collected judgments using the appropriate statistical method.Votes: 0GitHub stars: 417
- Consensus SynthesisSynthesize all rounds into a final consensus report documenting agreements, dissent, and process.Votes: 0GitHub stars: 417
- Consequence FollowingFollow a provocation's logical consequences step by step to extract viable insights and new research directions.Votes: 0GitHub stars: 417
- Consistency Audit LoopDetect preference cycles, localize inconsistent judgments, request corrections, and recompute ratings until consistency threshold is met.Votes: 0GitHub stars: 417
- Consistency CheckSOP: 检验 pairwise 判断矩阵的传递一致性，识别不一致项并建议修正Votes: 0GitHub stars: 417
- Constraint AnalysisWhat limits us — identify bottlenecks, quantify constraints, analyze dependencies, resolve conflicts before experiment executionVotes: 0GitHub stars: 417
- Constraint BreakingOrchestrate the full constraint-breaking cycle: extract conflict, challenge assumptions, project resolutionVotes: 0GitHub stars: 417
- Constraint ClassificationClassify constraints into hard constraints, soft constraints, and assumptions.Votes: 0GitHub stars: 417
- Constraint DrillingIdentify constraints, classify them by type and severity, assess removability, and design removal paths for removable constraints.Votes: 0GitHub stars: 417
- Constraint Driven IdeationInject extreme constraints to force innovation — impossibility breeds creativity.Votes: 0GitHub stars: 417
- Constraint ElicitationStructured questioning SOP to identify practical constraints that shape the research spec. Used during spec generation.Votes: 0GitHub stars: 417
- Constraint Identification SopIdentify constraints for a candidate using TOC, TRIZ, and Pre-mortem methods.Votes: 0GitHub stars: 417
- Constraint IdentificationFind blockers and showstoppers using TOC, TRIZ contradiction analysis, and Pre-mortem techniques.Votes: 0GitHub stars: 417
- Constraint InjectionInject artificial constraints to force creative divergence. Generates and applies constraints (resource, time, material, audience, scale) to existing ideas to produce variants.Votes: 0GitHub stars: 417
- Constraint ProtocolInject constraints → force creative response → extract transferable principles. Orchestrates constraint injection, response generation, and principle extraction.Votes: 0GitHub stars: 417
- Constraint ResponseGenerate creative solutions under extreme constraints — no "impossible" allowed, find a way.Votes: 0GitHub stars: 417
- Constraint SynthesisSynthesize constraint analysis into actionable report with prioritiesVotes: 0GitHub stars: 417
- Constraint Tree BuildingBuild Current Reality Tree from UDEs through causal chains to core conflictsVotes: 0GitHub stars: 417
- Construct Validity AssessmentEvaluate whether benchmark measures its claimed capabilityVotes: 0GitHub stars: 417
- Constructive RebellionBuild constructive alternatives from destructive negation. Transform violated assumptions into viable innovation directions.Votes: 0GitHub stars: 417
- Contamination AuditDetect train-test data leakage and memorization artifactsVotes: 0GitHub stars: 417
- Context CheckpointAppend research process and results to the current Phase's context file. Each append MUST contain >=500 lines of markdown covering both process and results. Use this skill at plan-designated checkpoint points — typically after each strategy completes or at key decision nodes within a research Phase.Votes: 0GitHub stars: 417
- Context InitCreate a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed.Votes: 0GitHub stars: 417
- Contradiction DerivationNegate a claim, derive logical consequences step by step, detect whether a genuine contradiction or absurdity emerges.Votes: 0GitHub stars: 417
- Contradiction DetectionEvaluate whether a derivation chain has reached a genuine contradiction, absurdity, or inconclusive state.Votes: 0GitHub stars: 417
- Contradiction IdentificationIdentify technical and physical contradictions in a system through functional modeling and matrix analysis.Votes: 0GitHub stars: 417
- Formated ResultsClosing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced into one research-result JSON fenced block in your reply. Do not execute the research.Votes: 0GitHub stars: 417
- Formated SpecsSpec-slot skill for the research-executor. Emit the 4-layer DARE orchestration of the assigned topic as one research-graph JSON fenced block in your reply. Replaces the generic spec-writing step.Votes: 0GitHub stars: 417