Individual skill

discovery-toolbox

A routed repertoire of ~90 scientific thinking operators for biological research agents - visual reasoning, detectability and information budgets, search reframing, causal identification, competing explanations, observation and selection processes, pipeline artifact diagnosis, effort allocation, and confirmation hygiene. Use when a screen returns null or weak results, a result looks too good, search has stagnated, a causal claim is being made, an anomaly needs explaining, a pipeline is suspected, or a lead is about to be escalated. Load the smallest relevant section, activate 1-3 operators, then return to the research loop.

skills/discovery-toolbox/SKILL.md

Source commit 4ad305c2480f7f01129e0b50e05c2d6288050de4

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Last checked

Nov 11, 2026

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