Research

Find direct analogies from nature/tech/society that share structural properties with the problem. Produces analogy list with structural mappings.

Score a single readiness dimension for a candidate with evidence and gap analysis.

Hegelian thesis-antithesis-synthesis cycle — propose position, generate opposition, structured debate, synthesize transcending insight. Combines evaporating-cloud and polarity-mapping SOPs.

Surface Argyris governing variables and test whether the problem dissolves under alternative governing variables (double-loop learning).

Construct the strongest possible counter-argument against a position, steelmanning the opposition before attacking.

Rate detectability 1-10 (inverted: 10 = hardest to detect). Estimates how likely current controls would catch the failure before impact.

Synthesize all assumption destruction outputs into structured destructive innovation report.

SOP: synthesize complete experiment design report

Generate structured description of design space

Visualize explored/unexplored regions of solution space

Parametric variation + constraint satisfaction combinatorial search

Build the experiment design matrix with proper orthogonality and balance

Strategy: Research design-level FMEA — function analysis, failure mode identification, severity/occurrence/detection scoring per AIAG-VDA 2019.

Complete DBA process: problem reframe → source search → map → transfer → adapt. Full Design-by-Analogy methodology for systematic analogical design.

Determine task dependencies and execution order

SOP: 映射子问题间的依赖关系

Identify critical dependencies from ablation results, producing a dependency graph and highlighting critical components.

Build task dependency graph with predecessor/successor relationships

What must be completed first? — Dependency chain analysis + prerequisite graph construction

Strategy for small-N complete pairwise comparison using Bradley-Terry, Thurstone, AHP, and Borda methods to produce calibrated rankings.

Formalize search queries and inclusion/exclusion criteria for systematic surveys. Produces a reproducible search protocol document. Used by systematic-survey.

Full-page web reading for non-academic perspectives — blogs, tech reports, product pages, industry analysis. Spawns a subagent to read pages in isolated context. Hard constraint: at least 30 web pages read in full.

Precise, targeted investigation of a specific sub-problem — few papers, all read in full depth. High paper-research ratio (50% deep-read rate). Use when the user knows exactly what they need to understand and requires detailed technical analysis with equations, hyperparameters, and specific claims extracted.

Strategy: 从现有理论演绎推导假设