菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
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。
基于 SOC 职业分类
| name | session-compression-flow |
| description | 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. |
| requires | ["file_write"] |
将“触发压缩 + 压缩落盘 + 新会话衔接”固化为标准流程。
硬触发关键词（出现任一即命中）：
自动触发（CTRL 主动检测，无需用户说）：
当满足任一条件时执行：
round > 20（每轮写入后主动检查，不等用户提醒）CTRL 自动检查规则：每轮写入 session-state.json 后，若 round > 20 且 compression_count 未在本轮递增，则自动触发本 skill（Layer A 压缩）。不需要用户说”压缩”。
round-threshold / long-tool-output / manual-requestmemory/YYYY-MM-DD.md（作为当日流水）MEMORY.md 对应域（长期记忆）python3 tools/memory_entry.py --rebuildMEMORY.md 对应域每次执行后在回复中给出：
在 DEV LOG 中追加：