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longClaw
longClaw에는 jinglong92에서 수집한 skills 16개가 있으며, 저장소 수준 직업 범위와 사이트 내 skill 상세 페이지를 제공합니다.
이 저장소의 skills
Coding Agent 完整工作流——自主理解 codebase、制定修改计划、执行修改、运行验证、失败换路，交付可验证的代码改动。ENGINEER 路由且任务涉及代码修改时触发。
longClaw 运行时体检与诊断。用于检查 skill 不触发、hook 不生效、DEV LOG 异常、state.db 记账异常、memory 检索退化、配置迁移不完整等问题。Use when the user says 体检、自检、诊断、doctor、status、排查 longClaw、skill 不触发、hook 有问题、sidecar 异常、DEV LOG 乱了.
Generate publication-quality academic diagrams, methodology figures, architecture illustrations, and statistical plots from text descriptions using the PaperBanana multi-agent AI pipeline. Also evaluate diagram quality against reference images. Use when: (1) user asks to generate, create, or make a research diagram, methodology figure, system architecture illustration, pipeline diagram, or framework figure, (2) user asks to create a statistical plot, bar chart, or data visualization from CSV/JSON data, (3) user asks to evaluate or score a generated diagram against a reference, (4) user asks to refine or improve a previously generated diagram. NOT for: analyzing existing images, general image generation (non-academic), or chart/graph discussions without explicit generation intent.
记忆增强陪伴——BRO/SIS 回复前自动 spawn MemoryAgent 检索近期记忆，让陪伴有"记得你"的感觉。无需用户触发，CTRL 路由到 BRO/SIS 时自动激活。
面向实现闭环的工程 workflow。用于把“需求/思路/方案”转成可交付改动，强调验收标准、最小改动、立即验证、明确回滚点。冲突优先级最低：若请求同时包含“接入审计”或“修 bug/继续查”等排障闭环意图，应让位于 skill-safety-audit 或 research-execution-protocol。
研究型工程执行协议。用于复杂实现、排障、代码修改、配置修复与实验验证。强调先证据后判断、先验证后宣称完成、失败后系统性换路，不改变全局人格。冲突优先级次高：当请求包含“修 bug/继续查/验证闭环”与“交付落地”混合意图时，优先于 research-build。
分析岗位 JD，给出匹配度评级、核心要求拆解、简历叙事建议和投递优先级。
论文深度解读——Fact/Inference 分离、方法论、SOTA 对比、Reviewer#2 批判、工业落地评估、面试压缩版。
学术论文配图自动生成——输入方法描述文本和图注，通过 Retriever→Planner→Stylist→Visualizer→Critic 五代理流水线生成发表级配图。需本地安装 PaperBanana（https://github.com/dwzhu-pku/PaperBanana）。
主动心跳——由 cron 定期触发 heartbeat-agent 巡检，发现有价值信息写入 heartbeat-state.json；用户下次开口时 CTRL 读取并在回复开头呈现待处理事项。
Trigger and execute session compression plus post-compression handoff for next-session continuity. Use when user asks to compress long conversations, enforce compression thresholds, or standardize how compressed summaries are written into daily memory and MEMORY.md for later recall.
审计外部 SKILL.md / agent 仓库 / 自动化脚本的接入风险。用于判断某个 skill 是否应原样引入、拆解学习或禁止接入 longClaw。冲突优先级最高：当请求同时包含“接入审计”与“实现/排障”意图时，先触发本技能。
并发多源深度调研——把复杂问题拆解为多个并发 SearchAgent，各自独立搜索后由 CTRL 汇总，输出带来源的综合报告。适合需要多角度、多来源的复杂调研任务。
核查最新信息——价格/资讯/技术动态/政策变化，多源交叉验证，区分确定信息和推断信息，注明时效。
对公开网页/论文执行只读检索与证据摘录，返回 exact query、URL、逐字片段、段落位置与简短解释。
Bootstrap and migrate an OpenClaw workspace from single-agent to beginner-friendly multi-agent mode with visible routing. Use when user asks to create/adapt/sync multi-agent setup, add role definitions, enforce routing line output, or quickly replicate a proven multi-agent architecture.