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bug-hunter 阶段 3 技能。负责对多智能体原始发现做语义去重、桶化聚类与冲突识别，形成可投票的缺陷候选池。
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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
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npx skills add https://github.com/DragonOS-Community/DragonOS --skill bug-hunter-stage3-evidence-fusionThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
分布式多智能体缺陷检测总控技能。基于输入随机化、角色化并行评审、语义桶化、加权共识与裁决复核输出高信噪比代码评审报告。用于大规模 PR、复杂逻辑变更、安全敏感改动或单智能体评审召回率不足的场景。
bug-hunter 阶段 1 技能。负责提取代码改动、执行敏感信息脱敏，并按文件/代码块生成多轮随机化输入以缓解 LLM 位置偏差。
bug-hunter 阶段 2 技能。负责将随机化后的 diff 按 persona 矩阵分发给 3 个子智能体并行评审，并收集统一 JSON 结果。
Based on SOC occupation classification
Showing SKILL.md
| name | bug-hunter-stage3-evidence-fusion |
| description | bug-hunter 阶段 3 技能。负责对多智能体原始发现做语义去重、桶化聚类与冲突识别，形成可投票的缺陷候选池。 |
artifacts/raw_findings.json。scripts/semantic_bucket.py 做语义桶化。scripts/debate_picker.py 标记边界争议桶。artifacts/buckets.jsonartifacts/debate_candidates.jsonfile 且行号距离小于等于 3 优先合并。