From sophie
Use when a concept is served by a diagram and you're pairing a visual with prose — pairs COMPLEMENTARY verbal + visual representations of the same idea (Paivio's two channels; Mayer's multimedia principles — contiguity, coherence, redundancy-avoidance, signaling), not decorative or redundant images. Composes figure-authoring for figure quality. NOT learning styles.
How this skill is triggered — by the user, by Claude, or both
Slash command
/sophie:dual-codingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
The mind has two channels — **verbal** (words, code, symbols) and
The mind has two channels — verbal (words, code, symbols) and visual (diagrams, spatial structure) — separate but linked (Paivio 1986). An idea encoded in both, paired well, is understood and retained better than either alone. The applied rules are Mayer's (Cognitive Theory of Multimedia Learning). The sixth of the six evidence-based strategies.
Two things this is NOT: not learning styles (everyone benefits; it's the material using two channels, not matching a "visual learner" — that myth is debunked); not "add a picture" (decoration hurts).
Composes figure-authoring (is the figure itself good?) — dual-coding is
the pairing; figure-authoring is the figure. See also <MultiRep>
(the same concept shown across verbal / equation / figure representations).
Eval-side companion: complements rubric dimension 5 (cognitive-load
management — Mayer's multimedia principles are load management); cite
Paivio 1986 / Mayer 2009. docs/website/reference/evidence-based-pedagogy-rubric.md.
npx claudepluginhub drannarosen/sophie --plugin sophieProvides CDSS development patterns for drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), and alert classification integrated into EMR workflows.