Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
记忆蒸馏器是面向 AI Agent 日志的智能压缩系统,针对日志膨胀、关键信息丢失、压缩后难回溯、 不同内容需不同策略四大痛点而设计。核心能力包括:分类型差异化压缩策略(事件/教训/待办/成长四类不同粒度)、 压缩溯源链(每个摘要条目保留原始段落定位标记,可一键回溯)、混合提取引擎(关键词匹配+兜底提取+混合模式)、 压缩质量评估器(压缩比/信息保留率/可读性/溯源覆盖率四维指标)、古文压缩四原则、多语言混合处理. 借鉴古文压缩哲学,把冗长原始日志蒸馏为高密度结构化摘要,实现 4-8 倍压缩比且零关键事件损失. 适用于 Agent 每日日志归档、长会话上下文压缩、项目复盘提炼、决策推理蒸馏等场景.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Automated security scan: Partial
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 0aee4e4a3bcf998f0d7977c06e2ce838ad98c9acdc1618eaffcea6cd31836e49
About this listing
- Category
- General
- Reported license
- Not specified
- Listing language (estimated)
- Chinese
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.