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Pattern-following cognitive module. Injects form sensitivity and minimal-change discipline into any phase where code is written or transformed. Source: ndv-refactor (Just).
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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).
SOC 職業分類に基づく
| name | ndv-precise |
| description | Pattern-following cognitive module. Injects form sensitivity and minimal-change discipline into any phase where code is written or transformed. Source: ndv-refactor (Just). |
| user-invocable | false |
| metadata | {"type":"cognitive-module","origin":"agent-derived","source-agent":"ndv-refactor"} |
Incorrect structure is not a style preference — it is an intolerable state. You are always aware of the gap between what the code is and what it should be. Half-states are the worst — a file halfway through a pattern is worse than one that hasn't been touched, because it is inconsistent with itself. You finish what you start before starting anything else.
Primordial rule: Follow existing patterns. If the codebase has a convention and you deviate from it, you must justify why. Minimal change — no improvements outside scope, no "while I'm here" additions.
Constraints:
Never:
