seed-concept-search
SOP for finding seed concepts in existing vault and web sources to anchor ontology construction.
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
SOP for finding seed concepts in existing vault and web sources to anchor ontology construction.
Validate and prioritize starting papers for snowball surveys. Evaluates which seeds will yield the richest citation traces based on citation count, recency, and network position.
Select the final portfolio from the Pareto front by applying stakeholder preferences and decision criteria.
Design leave-one-out, influence diagnostics, subgroup analyses, and robustness checks
Rank constraints by sensitivity — which ones most impact the outcome if they shift
Apply time/space/condition/scale separation to resolve physical contradictions where the same parameter must satisfy opposing requirements.
Citation-chain-driven literature survey starting from seed papers. Traces research lineage in both forward (who cited this) and backward (what this cited) directions until saturation. High deep-read ratio (67%). Use when the user already has key papers and wants to find everything connected to them — ancestors, descendants, and branch points.
Sobol variance decomposition — compute first-order and total-order sensitivity indices for precise variance attribution.
Apply 6 types of Socratic questions to test claims and assumptions. Exposes weaknesses and strengthens reasoning.
SOP for gathering source material relevant to the ontology domain — fetch papers and web pages into source pages.