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agent-behavior
Use before non-trivial ARIA-NBV work to choose a lane, state assumptions, inspect owners, keep diffs traceable, and verify.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Use before non-trivial ARIA-NBV work to choose a lane, state assumptions, inspect owners, keep diffs traceable, and verify.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use for ARIA-NBV Typst proposal/thesis authoring, shared notation, scientific prose, citations, scientific/geometric figures, tables, Mermaid inclusion, and compile/render QA.
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
Use to localize unknown ARIA-NBV files, symbols, docs, or source families through deterministic local discovery before handoff.
Use when reviewing ARIA-NBV working-tree or PR diffs, following up external/model review findings, or supplying ARIA-NBV domain context to the oh-my-codex code-review harness with severity-ranked file and line findings.
Use to diagnose ARIA-NBV bugs, regressions, failing metrics, Streamlit issues, docs builds, KG failures, or suspicious outputs.
Use when ARIA-NBV work touches pose, camera, coordinate-frame, CW90, PyTorch3D projection, depth backprojection, candidate frusta, or geometry diagnostics contracts.
| name | agent-behavior |
| description | Use before non-trivial ARIA-NBV work to choose a lane, state assumptions, inspect owners, keep diffs traceable, and verify. |
| metadata | {"mode":"router","not_when":["obvious one-line answer or command output with no durable edit"],"handoff_to":["aria-nbv-context for unknown local ownership","aria-litkg-memory for KG-backed routing or claim checks","diagnose-aria for concrete failures","plan-grill for ambiguous high-impact decisions"],"evidence_required":["root or nearest AGENTS.md for touched surface","request-traceable edit scope","surface-specific verification or explicit blocker"],"applies_to":["**"],"triggers":["non-trivial work","scaffold cleanup","memory or guidance edit"],"must_read":["AGENTS.md"],"canonical_sources":["AGENTS.md",".agents/references/source_order.md#capture-rule",".agents/references/skill_style_guide.md#required-frontmatter"],"verification":["surface-specific checks from .agents/references/verification_matrix.md","make check-agent-memory when agent guidance or memory changes"]} |
Apply this skill before non-trivial ARIA-NBV work. Keep it lightweight for obvious one-line fixes.
AGENTS.md or the active skill metadata, state why
it owns the work, and name the handoff if evidence disproves that choice.AGENTS.md, the nearest nested guide, or
the relevant skill.AGENTS.md.