Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

seed-concept-search

SOP for finding seed concepts in existing vault and web sources to anchor ontology construction.

386 repo starsObserved in 1 repos
Research

seed-selection

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.

386 repo starsObserved in 1 repos
Research

selection-from-frontier

Select the final portfolio from the Pareto front by applying stakeholder preferences and decision criteria.

386 repo starsObserved in 1 repos
Research

sensitivity-ranking

Rank constraints by sensitivity — which ones most impact the outcome if they shift

386 repo starsObserved in 1 repos
Research

separation-principle

Apply time/space/condition/scale separation to resolve physical contradictions where the same parameter must satisfy opposing requirements.

386 repo starsObserved in 1 repos
Research

snowball

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.

386 repo starsObserved in 1 repos
Research

sobol-decomposition

Sobol variance decomposition — compute first-order and total-order sensitivity indices for precise variance attribution.

386 repo starsObserved in 1 repos
Research

socratic-probing

Apply 6 types of Socratic questions to test claims and assumptions. Exposes weaknesses and strengthens reasoning.

386 repo starsObserved in 1 repos
Research

source-gathering

SOP for gathering source material relevant to the ontology domain — fetch papers and web pages into source pages.

386 repo starsObserved in 1 repos
Research