Research

What are all possible combinations? — Zwicky Box construction with CCA consistency filtering for systematic scenario enumeration

Morphological Exploration Campaign — systematic dimension-combination enumeration to discover unexplored solution spaces via Zwicky box, CCA, and GMA

Design and execute Monte Carlo sampling strategy for uncertainty propagation through a model.

Attempt to exclude a counterexample as illegitimate by tightening definitions or preconditions (Lakatos monster-barring).

Tactic: Run mini-FMEA on proposed mitigations to verify they do not introduce new failure modes. Prevents mitigation-induced risks.

Proposes concrete mitigation strategies for identified weaknesses. Generates prevention, detection, and response measures with feasibility assessment.

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.

Tactic: Generate candidate changes, detect flip-points where conclusion reverses, measure fragility as distance to nearest flip.

Define experiment metrics and significance standards

Decompose composite metrics into constituent signals, analyze polarity and ceiling effects

Analyze how the choice of MCDA method affects final rankings and identify method-sensitive alternatives.

Cross method×problem matrix, find unexplored intersections where known methods have not been applied to known problems.

Build method×problem cross-reference matrix showing which methods have been applied to which problems.

Comprehensively identify all relevant methods for a task — 50 methods, 60 web searches budget

Identify all relevant methods via literature, leaderboards, citation chains

Cross-Study Statistical Synthesis Campaign — 5 strategies for systematic collection and methodological planning of multi-study evidence synthesis. Covers pairwise, network, cumulative meta-analysis, heterogeneity investigation, and bias detection. Stops at protocol design (no computation).

Produce final meta-analysis protocol document assembling all planning outputs into PRISMA-compliant protocol

SOP: 从理论中提取因果机制链

Assess current readiness of candidates using TRL 9-level, NASSS 7-dimension, and Innovation Readiness Level frameworks.

Design path to readiness using Stage-Gate, Technology Roadmapping, and milestone planning methods.

Build n-dimensional morphological matrix

Identify which factors are "load-bearing walls" — factors whose removal would collapse the conclusion.

Autonomous Literature Survey Campaign — 5 research paradigms (scoping, systematic, deep, narrative, snowball) with quantitative budget enforcement. Selects and executes the right survey paradigm based on research intent.