Research

Tactic for reasoning about what would happen if variables were different

Quick web scan to discover relevant pages — methodology references, case

Deep web research with full-page extraction — detailed methodology guides,

Tests conclusion robustness by perturbing parameters and observing rank

Build a complete scoring matrix through criterion definition, weighting,

Determines when to stop iterating — coverage threshold met or marginal

Portfolio Optimization Campaign — select balanced combinations from candidate

Paper AI summary reading — deeper understanding of specific methodology

Full-text deep reading of methodology papers — complete understanding

Paper landscape scan at abstract level — discover MCDA, voting theory,

Simulates diverse stakeholder perspectives and their strongest objections/support

Multi-Criteria Scoring Campaign — evaluate and rank candidates against

Identify bottleneck dimensions from radar data with severity ranking.

Systematically surface hidden assumptions underlying a decision with

Construct the strongest counter-argument against a specific assumption

SOP for flagging contradictions in the causal model — identify conflicting

Tactic: Review a context/ directory — sort material into ARA types, locate and align the north-star, and produce a feeding plan for the compiler

SOP: Read context/INDEX.md and sort the whole directory into three ARA material types (report line, process line, images), locate the north-star file, and draft a feeding plan for the ARA compiler

SOP for updating confidence scores on claims and evidence pages based

SOP for assigning calibrated confidence scores to causal claims based

SOP for creating a new concept page with proper frontmatter, content,

Strategy for mining concepts from sources — systematic extraction, page

Tactic for breaking compound concepts into atomic parts — split over-broad

Tactic: Compile the feeding plan into an ARA via the external compiler, then run Level-2 rigor review over it