Claude Skills by yogsoth-ai

Map all affected parties using CSH 12-question framework, identify jobs-to-be-done, classify by salience. Reveals whose perspective is systematically excluded.

Simulate stakeholder objections through role-play and political feasibility analysis to test whether the decision survives real-world opposition.

Simulate user/engineer/investor/regulator/society perspectives to surface hidden requirements and opportunities.

Strategy: 按利益相关者视角加权——同一 gap 在不同视角下权重不同，最终取共识排序

Select appropriate statistical methods for experiment analysis

Execute statistical tests — bootstrap, permutation, Bayesian ROPE — on experiment results

Synthesize all attacks and verdicts into a final unified assessment with surviving concerns and recommended modifications.

Steel-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.

Use impractical ideas as stepping stones to reach practical solutions (de Bono Stepping Stone technique).

Orchestrates impact assessment and robustness scoring to evaluate research approach resilience across scenarios

What is the worst case? — Extreme condition construction and failure mode enumeration for risk preparedness

Strategy: Pearl Three-Step counterfactual — Abduction (fit model to evidence), Action (intervene on factor), Prediction (derive counterfactual outcome).

Decompose systems into components and reassemble via SCAMPER, SIT, TRIZ, and recombination. Campaign orchestrating 5 strategies for systematic structural transformation.

Map source→target structural correspondences. Identifies corresponding, missing, and extra elements between domains.

Synthesize all structural transformation outputs into a coherent, ranked idea report with lineage tracking.

Tactic: Full attack lifecycle — threat surface enumeration, attack vector generation, systematic probing, and finding aggregation across all surfaces.

Structured Consensus Campaign — converge multiple perspectives into shared agreement through iterative structured dialogue using Delphi variants, NGT, RAND/UCLA, Consensus Conference methods.

Tactic: 将主问题分解为可独立回答的子问题层级

SOP: 将主研究问题分解为可独立回答的子问题

Orchestrate task execution via fresh subagents with dispatch, monitoring, and result collection

SOP: 为研究问题定义可测量的成功标准

Evaluate the probability of sufficiency (PS) for a causal factor — would this factor alone be enough to produce the conclusion?

Execute component surgery operations (subtract/multiply/divide/unify/redirect) from Systematic Inventive Thinking.

Final 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.

Compress core contradiction into poetic imagery/oxymoron. Use compressed conflicts to reveal hidden solution directions.

Compress problem contradiction into 2-3 word oxymoron. Produces oxymorons with interpretation directions for each.

Synthesize all synectics outputs into a structured idea report. Combines results from all analogy types and excursion processes.

Synectics Campaign — systematic use of analogy and metaphor for breakthrough associations via Gordon's 4 analogy types and excursion method.

Systematic Enumeration Campaign — exhaustive coverage analysis to discover overlooked solution spaces via benchmark sweep, method-problem matrix, ablation, and failure taxonomy

Tactic: List all factors, remove one at a time, assess conclusion stability, rank factors by load-bearing importance.

Multi-axis systematic perturbation — define variation axes, perturb along each, measure degradation, construct validity envelope.

Strategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.

Exhaustive 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.

Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan

Construct 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.

View problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.

How does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curves

Test whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.

Determine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.

Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.

Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.

Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.

SOP: 识别与研究gap相关的理论框架

Tactic: 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

Strategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.

Enumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.

Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.

Define minimum acceptable thresholds for each criterion based on context and constraints.

Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.

Temporal projection — view a solution from future/past time horizons to generate temporally-informed insights.