Analyze how the choice of MCDA method affects final rankings and identify method-sensitive alternatives.
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yogsoth-ai/de-anthropocentric-research-engine - Page 16
SkillsMP has collected 961 skills from yogsoth-ai/de-anthropocentric-research-engine. Open a skill to review its source and details.
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Decompose composite metrics into constituent signals, analyze polarity and ceiling effects
Define experiment metrics and significance standards
Tactic: Generate candidate changes, detect flip-points where conclusion reverses, measure fragility as distance to nearest flip.
Strategy: Design prevention, detection, and response measures for high-priority failure modes. Produces actionable countermeasures validated via re-scoring.
Design prevention, detection, and response measures for high-priority failure modes. Produces actionable countermeasure specifications.
Proposes concrete mitigation strategies for identified weaknesses. Generates prevention, detection, and response measures with feasibility assessment.
Tactic: Run mini-FMEA on proposed mitigations to verify they do not introduce new failure modes. Prevents mitigation-induced risks.
Validate causal model consistency
Attempt to exclude a counterexample as illegitimate by tightening definitions or preconditions (Lakatos monster-barring).
Design and execute Monte Carlo sampling strategy for uncertainty propagation through a model.
What are all possible combinations? — Zwicky Box construction with CCA consistency filtering for systematic scenario enumeration
Synthesize all morphological exploration outputs
Morris method screening — compute elementary effects to quickly identify important vs unimportant parameters.
Source text: Undetermined
Extract constructive directions from provocations via 4 movement types (moment-to-moment, principle, focus difference, positive aspects).
Extract constructive directions from PO provocations using 4 movement types (moment-to-moment, principle, focus difference, positive aspects).
Strategy: multi-dimensional weighted scoring and ranking — decompose a gap into independent sub-questions, then recombine into a priority list
Assess readiness across multiple dimensions, synthesize into radar visualization, and identify bottleneck dimensions.
Collect independent rankings from multiple judges, aggregate using social choice methods, and identify disagreement hotspots.
Simultaneous concept collision at multiple abstraction levels
Apply 2-3 MCDA methods to the same candidates, compare rankings, and identify method-sensitive options.
Wimsatt-style multi-method cross-validation — enumerate assumptions, generate alternative models, compare results, flag divergences.
Assign distinct perspectives to attack a decision from multiple angles, then synthesize findings into a unified assessment.
Strategy: Multi-stakeholder review panel — diverse expert perspectives evaluate artifact simultaneously, then synthesize through structured deliberation.
Apply CATWOE from multiple stakeholder viewpoints and reframing matrix to reveal aspects invisible from the dominant perspective.
Multi-worldview comparison — CATWOE from multiple perspectives, reframing matrix across professional lenses, identify overlooked framings. Reveals what single-perspective analysis misses.
Theory-driven reading tactic — define a theoretical framework first, then guide reading to fill it with evidence. Five stages (theme identification, argument construction, evidence collection, counter-evidence, synthesis). The most intellectually demanding…
Theory-driven literature review for building arguments and frameworks. Flexible, subjective, and narrative-focused — selects evidence strategically to support a thesis. High web-research budget for blogs, opinion pieces, and industry perspectives. Use when…
What is the story of each future? — Shell method narrative construction for rich qualitative scenario understanding
Evaluate the probability of necessity (PN) for a causal factor — would the conclusion fail if this factor were absent?
Strategy: Probability of Necessity and Sufficiency (PNS/PS) — systematically evaluate whether each factor is necessary, sufficient, both, or neither for the conclusion.
Define strongest plausible alternatives (negations) for each assumption to enable perturbation analysis.
Compare N methods simultaneously including indirect evidence — network meta-analysis protocol design. Budget: 50 studies, 80 effect sizes, 60 web searches.
Define niches within the solution space, map candidates to niches, score coverage completeness, and identify gaps requiring attention.
Define niches and capability areas that a portfolio should cover based on domain structure and objectives.
Map each candidate to the niches it covers, indicating strength of coverage for each assignment.
Eliminate non-qualifying candidates using conjunctive rules, dominance filtering, lexicographic ordering, or veto thresholds.
Normalize a score matrix using a specified method to make scores comparable across criteria.
Converge all accumulated context into a crystallized North Star statement and structured ResearchBrief. Performs self-review before presenting to user. Use as the final tactic in any start mode — this is where everything comes together.
Novice perspective — question the 'obvious' by adopting deliberate ignorance to reveal hidden complexity.