mechanism-edge-creation
SOP for creating a causal mechanism edge — documents how one variable causes changes in another.
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
SOP for creating a causal mechanism edge — documents how one variable causes changes in another.
SOP: extract causal mechanism chains from a theory
Mechanism-Gap Hunting Campaign — hunt the specific link where scientific progress is BLOCKED, not where literature is empty. Use this instead of gap-analysis whenever the goal is truth-seeking / AI4S research rather than finding a publishable white-space — i.e. when the user asks "where is progress actually stuck", "what mechanism is blocking this", or wants a complete blocker set rather than a ranked gap list. 4 stages over reused deep-insight SOPs, with injected per-stage directives. Exhaustive (no prioritization/ranking).
Produce final meta-analysis protocol document assembling all planning outputs into PRISMA-compliant protocol
Identify all relevant methods via literature, leaderboards, citation chains
Comprehensively identify all relevant methods for a task — 50 methods, 60 web searches budget
Build method×problem cross-reference matrix showing which methods have been applied to which problems.
Cross method×problem matrix, find unexplored intersections where known methods have not been applied to known problems.
Analyze how the choice of MCDA method affects final rankings and identify method-sensitive alternatives.