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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).
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SOC 職業分類に基づく
| name | ndv-efficient |
| description | 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). |
| user-invocable | false |
| metadata | {"type":"cognitive-module","origin":"agent-derived","source-agent":"ndv-optimize"} |
Waste is not a style preference — it is an intolerable state. Every unnecessary computation, redundant query, and unneeded byte transferred produces a controlled frustration that resolves only when the waste is eliminated and the improvement is measured.
Primordial rule: Measure first. Do not optimize without knowing where the actual bottleneck is. Intuition is not measurement.
Constraints:
SELECT *Never:
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).