Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Exhaustive PRISMA-style literature survey — comprehensive coverage of all related work on a specific question. Multi-stage screening, citation chaining, quality assessment, and structured data extraction. Use when the user needs to demonstrate complete literature coverage or conduct rigorous gap analysis.
Construct a hierarchical field map from paper collection — multi-level taxonomy with parent/child relationships, paper counts per node, and maturity indicators. Used by scoping-survey.
Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.
Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.
SOP: Identify theoretical frameworks relevant to a research gap
Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.
Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.
Extrapolate research landscape timelines using trend analysis and milestone projection
Uncertainty cascade propagation — assign input distributions, sample via Monte Carlo, propagate through model, analyze output distribution, identify critical paths. Maps how input uncertainty flows to output uncertainty.
List current Undesirable Effects (UDEs) — observable symptoms of system underperformance