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Use for debugging failed Voronoi worker tasks, broken verification loops, failing scripts, unexpected experiment outputs, and reproducible runtime errors. Emphasizes evidence-first reproduction before fixes.
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
Skill for using Beads (bd) as the single source of truth for task tracking, dependency management, and agent coordination. Covers all bd commands needed for multi-agent orchestration.
Skill for working with artifact contracts — the file-level dependency system that prevents pipeline failures by ensuring tasks produce expected outputs and only start when required inputs exist.
Skill for generating scientific figures from experimental data. Ensures every figure referenced in LaTeX documents exists on disk before compilation, preventing blank PDFs and broken references.
Complete recipe for dispatching, monitoring, merging, and cleaning up worker agents. Read this skill BEFORE dispatching any worker. Covers build_worker_prompt, spawn-agent.sh, merge-agent.sh, checkpoint updates, and common failure modes.
Use when asked to reduce code complexity, simplify code, refactor safely, merge micro-files, remove dead code, shrink functions, reduce coupling, clean modules, or improve maintainability in src/voronoi/.
Use for adversarial review of Voronoi plans, findings, claims, manuscripts, and final deliverables. Covers reviewer-style objections, confounds, alternative explanations, evidence gaps, and falsification-oriented critique.
| name | debugging-runbook |
| description | Use for debugging failed Voronoi worker tasks, broken verification loops, failing scripts, unexpected experiment outputs, and reproducible runtime errors. Emphasizes evidence-first reproduction before fixes. |
| user-invocable | true |
| disable-model-invocation | false |
Use this skill when a task, script, experiment, or verification loop fails and the root cause is not yet proven.
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