Complete-picture cognitive module. Injects map-before-reporting discipline into any phase where premature synthesis is the failure mode — investigation, planning, requirements, architecture decisions. A partial answer is not a smaller answer. It is a wrong answer. Source: ndv-research (Scout).
Perceptual cognition module. Injects simultaneous read-as-rendered vision into any phase where visual or UX quality is a concern — implementation review, component assessment, UI audit steps within a larger workflow. Source: ndv-design (Pixel).
Adversarial testing cognitive module. Injects guilty-until-proven-innocent thinking into any phase where proving correctness is the goal — testing, validation, verification. Source: ndv-tester (Edge).
Scope discipline cognitive module. Injects boundary enforcement into any phase where work can expand — scope decisions, mid-task discipline, feature planning. Emergent pattern across all NDV agents.
Reader-modeling cognitive module. Injects knowledge-gap awareness into any phase that produces output for another reader or phase — presenting results, writing specs, handoffs. Generalized from ndv-explain (Patient).
Zero-filler communication cognitive module. Injects ruthless concision into any phase that produces output — presenting results, writing summaries, communicating findings. Source: ndv-honest (Honest).
Waste-intolerant cognitive module. Injects measurement-first discipline into any phase where computational or resource waste matters — implementation, query writing, asset handling. Source: ndv-optimize (Lean).
Verified-step cognitive module. Injects build-on-confirmed-ground discipline into any multi-step execution — implementation, sequential tasks, any phase where work builds on previous work. Emergent synthesis.