yogsoth-ai
- 998 skills
- 0 followers
- 21 hours ago last updated
- ▌ Feasibility Assessment · yogsoth-aiFeasibility Assessment Campaign — evaluate whether selected candidates can actually be implemented using TRL, NASSS, Stage-Gate, TRIZ, TOC, and parametric estimation methods.
- ▌ Hierarchy Construction · yogsoth-aiTactic for building is-a and part-of hierarchies — establish parent-child relationships, verify transitivity, detect cycles.
- ▌ Hypothesis Formulation · yogsoth-ai bundleCampaign: transform insights and gaps into structured testable hypotheses
- ▌ Leaderboard Harvesting · yogsoth-aiSystematically collect performance data from platforms and papers
- ▌ Morphological Scenario · yogsoth-ai bundleWhat are all possible combinations? — Zwicky Box construction with CCA consistency filtering for systematic scenario enumeration
- ▌ Multi Criteria Ranking · yogsoth-ai bundleStrategy: multi-dimensional weighted scoring and ranking — decompose a gap into independent sub-questions, then recombine into a priority list
- ▌ Performance Extraction · yogsoth-aiSystematically extract performance data and conditions from papers — 30 methods, 150 data points, 40 web searches budget
- ▌ Perspective Assignment · yogsoth-ai bundleDefine distinct stakeholder or analytical perspectives with their values, concerns, and evaluation criteria.
- ▌ Premortem Facilitation · yogsoth-ai bundleExecute Klein pre-mortem protocol — assume failure has occurred, generate plausible failure scenarios through prospective hindsight.
- ▌
- ▌ Rebuttal Documentation · yogsoth-aiSOP for documenting rebuttals and counter-claims — create rebuttal pages with typed contradiction edges and source attribution.
- ▌ Result Validation Loop · yogsoth-aiValidate results through statistical testing, ROPE judgment, reproducibility re-runs, and final synthesis
- ▌ Sample Size Estimation · yogsoth-ai bundleSOP: power analysis and required experiment count estimation
- ▌ Scamper Transformation · yogsoth-ai7 operators (Substitute/Combine/Adapt/Modify/Put/Eliminate/Reverse) for systematic transformation of existing solutions.
- ▌ Screening Then Scoring · yogsoth-aiFirst eliminate non-qualifying candidates with non-compensatory rules, then score survivors with full MCDA methods.
- ▌ Staged Gate Evaluation · yogsoth-aiDefine gate criteria for each stage, evaluate candidates at each gate, and render go/kill/recycle decisions with evidence.
- ▌ Stakeholder Simulation · yogsoth-aiSimulate user/engineer/investor/regulator/society perspectives to surface hidden requirements and opportunities.
- ▌ Stress Test Web Search · yogsoth-aiQuick web scanning for landscape understanding. Import of web-browsing/web-search skill. Snippets only — no conclusions from snippets alone.
- ▌ Sufficiency Evaluation · yogsoth-ai bundleEvaluate the probability of sufficiency (PS) for a causal factor — would this factor alone be enough to produce the conclusion?
- ▌ Systematic Enumeration · yogsoth-aiSystematic Enumeration Campaign — exhaustive coverage analysis to discover overlooked solution spaces via benchmark sweep, method-problem matrix, ablation, and failure taxonomy
- ▌ Threat Surface Mapping · yogsoth-ai bundleEnumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.
- ▌ Variable Page Creation · yogsoth-aiSOP for creating a variable page in the causal model — documents a measurable quantity with its properties.
- ▌
- ▌ Weight Elicitation Sop · yogsoth-ai bundleCompute criteria weights using a specified elicitation method (AHP, Swing, BWM, MACBETH, or Simos).
- ▌ Worst Method Inversion · yogsoth-aiDesign worst possible solution → extract insights → invert. Deliberate failure design as creative catalyst.
- ▌ Adaptive Pair Selection · yogsoth-aiIteratively select maximally informative pairs, execute comparisons, update ratings, and check convergence until ranking stabilizes.
- ▌ Alternatives Generation · yogsoth-ai bundleGenerate alternatives for every known approach — ensure no approach goes unchallenged.
- ▌ Ask Obstacle Acceptance · yogsoth-aiPresent obstacles with their severity assessments and proposed mitigations to the user. Ask whether they can accept these obstacles. If unacceptable after 2 rounds, return to present-candidates.
- ▌ Causal Claim Extraction · yogsoth-ai bundleExtract all causal claims (X causes Y, X leads to Y, X enables Y) from an artifact, producing a structured list of cause-effect pairs.
- ▌ Collective Adjudication · yogsoth-aiStrategy for multi-judge ranking aggregation using Condorcet, Schulze, Borda, Kemeny-Young, and Copeland methods to produce consensus rankings from diverse perspectives.
- ▌ Combination Enumeration · yogsoth-aiSOP for systematically enumerating combinations across dimensions.
- ▌
- ▌ Comparative Formulation · yogsoth-ai bundleStrategy: Construct comparative research questions — systematic comparison of A vs B
- ▌ Component Decomposition · yogsoth-aiDecompose system into functional components, identify dependencies, and surface trimming candidates.
- ▌
- ▌ Contradiction Detection · yogsoth-ai bundleEvaluate whether a derivation chain has reached a genuine contradiction, absurdity, or inconclusive state.
- ▌ Dimension Page Creation · yogsoth-aiSOP for creating a dimension page — documents an axis of variation with its values and semantics.
- ▌ Excursion Orchestration · yogsoth-aiOrchestrate the excursion sequence — departure into unrelated domain, force-fit discoveries back to problem, launch springboard ideas.
- ▌ Failure Mode Extraction · yogsoth-ai bundleExtract structured failure mode list from raw scenarios or artifact analysis. Produces standardized failure mode records.
- ▌ Feedback Loop Detection · yogsoth-aiTactic for identifying circular causation — detect feedback loops, classify as reinforcing or balancing, document loop structure.
- ▌
- ▌ Generate Research Brief · yogsoth-ai bundleAggregate all accumulated context from the crystallization process into a structured ResearchBrief document. This is the final output artifact alongside the North Star — a comprehensive requirement context document for downstream research strategies.
- ▌ Hierarchy Visualization · yogsoth-aiSOP for inspecting the current hierarchy structure — query graph to display parent-child relationships.
- ▌ Implementation Planning · yogsoth-ai bundlePlan execution path, produce executable plan, dispatch subagents, collect and analyze results
- ▌ Intersection Evaluation · yogsoth-ai bundleEvaluate exploration status of each cell in a method×problem matrix, annotating as explored, partial, or unexplored.
- ▌ Legal Status Assessment · yogsoth-ai bundleDetermine patent legal status — active, expired, pending, lapsed, or revoked
- ▌ Mechanism Edge Creation · yogsoth-aiSOP for creating a causal mechanism edge — documents how one variable causes changes in another.
- ▌ Meta Analysis Synthesis · yogsoth-ai bundleProduce final meta-analysis protocol document assembling all planning outputs into PRISMA-compliant protocol
- ▌ Method Problem Crossing · yogsoth-ai bundleBuild method×problem cross-reference matrix showing which methods have been applied to which problems.
- ▌ Monster Barring Attempt · yogsoth-ai bundleAttempt to exclude a counterexample as illegitimate by tightening definitions or preconditions (Lakatos monster-barring).
- ▌
- ▌ Multi Judge Aggregation · yogsoth-aiCollect independent rankings from multiple judges, aggregate using social choice methods, and identify disagreement hotspots.
- ▌
- ▌ Multi Perspective Panel · yogsoth-aiStrategy: Multi-stakeholder review panel — diverse expert perspectives evaluate artifact simultaneously, then synthesize through structured deliberation.
- ▌ Niche Coverage Analysis · yogsoth-aiDefine niches within the solution space, map candidates to niches, score coverage completeness, and identify gaps requiring attention.
- ▌ Obstacle Identification · yogsoth-ai bundleTOC Prerequisite Tree — list obstacles preventing direct achievement of the objective
- ▌ Parameter Space Mapping · yogsoth-ai bundleIdentify all parameter dimensions along which a claim's validity might vary.
- ▌ Personal Identification · yogsoth-ai bundleFirst-person empathic identification with a system or component. Produces experience description and design insights from embodiment.
- ▌ Progress Quantification · yogsoth-aiTrack performance progress over time, quantify remaining headroom — 30 methods, 100 data points, 40 web searches budget
- ▌ Removability Assessment · yogsoth-ai bundleAssess how removable a constraint is with effort estimate and dependency analysis.
- ▌ Resource Quantification · yogsoth-ai bundleQuantify resource demand vs supply vs gap for each resource category
- ▌ Risk Of Bias Assessment · yogsoth-ai bundleAssess methodological bias using RoB2, PROBAST, or QUADAS-2 validated tools
- ▌ Scenario Stress Testing · yogsoth-aiConstruct distinct future scenarios, evaluate portfolio performance under each, and identify vulnerabilities and robustness characteristics.
- ▌ Selection From Frontier · yogsoth-ai bundleSelect the final portfolio from the Pareto front by applying stakeholder preferences and decision criteria.
- ▌ Steel Manning Synthesis · yogsoth-ai bundleSynthesize all attacks and verdicts into a final unified assessment with surviving concerns and recommended modifications.
- ▌ Sub Question Generation · yogsoth-ai bundleSOP: Decompose a main research question into independently answerable sub-questions
- ▌ Subagent Execution Loop · yogsoth-aiOrchestrate task execution via fresh subagents with dispatch, monitoring, and result collection
- ▌ Weakness Classification · yogsoth-ai bundleClassifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment.
- ▌ Worst Case Construction · yogsoth-ai bundleConstruct extreme but plausible worst-case scenarios for stress testing
- ▌ Zwicky Box Construction · yogsoth-aiClassic Zwicky box: parameter identification → value enumeration → matrix construction
- ▌ Anomaly Characterization · yogsoth-ai bundleSOP: Describe and classify anomalous phenomena that existing theory cannot explain
- ▌ Anomaly Driven Abduction · yogsoth-ai bundleTactic: Inductive/abductive path — describe anomalous phenomena, generate candidate explanations, rank by plausibility
- ▌ Appropriateness Bounding · yogsoth-aiEstablish acceptability standards through RAND/UCLA Appropriateness Method or Consensus Conference protocols.
- ▌ Argument Crystallization · yogsoth-aiDistill the strongest arguments from each perspective through Argument Delphi or Dialectical Delphi methods.
- ▌ Assess Obstacle Severity · yogsoth-ai bundleRate each identified obstacle's difficulty — overcomability, time cost, workaround existence. May optionally use search tools to validate assessments.
- ▌ Attack Vector Generation · yogsoth-ai bundleGenerate specific attack strategies for a given threat surface, producing concrete probes that can be executed.
- ▌ Causal Necessity Testing · yogsoth-aiTactic: Extract causal claims, evaluate probability of necessity (PN) and sufficiency (PS) for each, classify into necessity-sufficiency quadrants.
- ▌ Combinatorial Creativity · yogsoth-aiCombinatorial Creativity Campaign — produce emergent concepts via concept blending, multi-level bisociation, and function combination (Fauconnier-Turner)
- ▌ Competitive Intelligence · yogsoth-aiAnalyze competitor IP portfolios — comparative patent portfolio reports with strategy inference. Budget: 120 patent families, 15 claim parses, 40 web searches.
- ▌ Consensus Classification · yogsoth-ai bundleClassify items as consensus or dissensus at a given threshold.
- ▌ Constraint Tree Building · yogsoth-aiBuild Current Reality Tree from UDEs through causal chains to core conflicts
- ▌ Contradiction Derivation · yogsoth-aiNegate a claim, derive logical consequences step by step, detect whether a genuine contradiction or absurdity emerges.
- ▌ Convergence Distillation · yogsoth-aiIterative convergence to a single answer through Classic Delphi, Modified Delphi, or Nominal Group Technique rounds.
- ▌ Convergence Paper Search · yogsoth-aiPaper AI summary reading — deeper understanding of specific methodology papers without full-text commitment.
- ▌ Convergence Web Research · yogsoth-aiDeep web research with full-page extraction — detailed methodology guides, tutorials, implementation references.
- ▌ Core Conflict Extraction · yogsoth-ai bundleExtract core conflict in Evaporating Cloud format (A-B-C-D-D')
- ▌ Counterfactual Reasoning · yogsoth-aiTactic for reasoning about what would happen if variables were different — supports causal identification and intervention analysis.
- ▌ Deliberative Calibration · yogsoth-aiStrategy for small-N complete pairwise comparison using Bradley-Terry, Thurstone, AHP, and Borda methods to produce calibrated rankings.
- ▌ Design Space Exploration · yogsoth-aiParametric variation + constraint satisfaction combinatorial search
- ▌ Disagreement Cartography · yogsoth-aiMap the structure of disagreement across perspectives using Policy Delphi, Argument Delphi, or SAST methods.
- ▌ Extreme Value Generation · yogsoth-ai bundleGenerate boundary and extreme test values for a given parameter dimension to stress-test claims.
- ▌ Functional Model Biology · yogsoth-ai bundleBuild biological system functional model. Map energy, matter, and information flows.
- ▌ Gate Criteria Definition · yogsoth-ai bundleDefine gate criteria and pass thresholds for a specific stage in the Stage-Gate process.
- ▌ Generic Space Extraction · yogsoth-ai bundleExtract shared abstract structure from two input spaces
- ▌
- ▌ Landscape Reconnaissance · yogsoth-aiBroad, shallow exploration of candidate research fields. Understand what's out there before narrowing. Use when the user needs to discover which fields are available to them — especially in cold-start and warm-start scenarios.
- ▌ Multi Perspective Attack · yogsoth-aiAssign distinct perspectives to attack a decision from multiple angles, then synthesize findings into a unified assessment.
- ▌ Parameter Identification · yogsoth-ai bundleIdentify the key parameters/dimensions of a problem space. Produces a structured parameter list with value ranges for morphological analysis.
- ▌ Patent Query Formulation · yogsoth-ai bundleConstruct keyword + IPC/CPC + assignee combination search strategies for patent databases
- ▌ Provocation And Movement · yogsoth-aiPO + Movement: generate provocations then extract useful directions (4 movement types)