Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Agent 睡眠系统 - 记忆整合、日志归档、工作区清理(支持 CortexGraph)
Agent 睡眠系统 - 记忆整合、日志归档、工作区清理(支持 CortexGraph)
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
像人类一样,Agent 需要"睡眠"(离线维护)来防止记忆碎片化和上下文污染。
Micro-Rest - 快速上下文修剪 Deep Sleep - 每日日志整合到长期记忆 CortexGraph 同步 - 同步到 CortexGraph(带遗忘曲线) Dreaming - 后台模拟(可选)
检查 agent 是否"累了"(基于运行时间或 token 使用) python3 scripts/sleep_status.py
触发睡眠周期 Light: 压缩最近日志 Deep: 归档 + 文件清理 CortexGraph: 同步到 CortexGraph python3 scripts/run_sleep_cycle.py --mode [light|deep|cortexgraph]
设置生物钟(cron jobs) python3 scripts/schedule.py --set "0 3 * * *" # 3 AM 睡眠
1. 触发 → Cron 在 3:00 AM 启动 2. 读取 → memory/YYYY-MM-DD.md(昨天日志) 3. 提取 → 高价值洞察 4. 追加 → 到 MEMORY.md 5. 归档 → 原始日志到 memory/archive/ 6. 清理 → 删除临时文件
1. 读取 → MEMORY.md + daily logs 2. 同步 → 到 CortexGraph 3. 应用 → 遗忘曲线(自动衰减) 4. 晋升 → 高价值记忆到 LTM
CortexGraph 使用 Ebbinghaus 遗忘曲线: score = (use_count)^β × e^(-λ × Δt) × strength β = 0.6(使用频率权重) λ = ln(2) / half_life(默认 3 天) strength = 1.0-2.0(重要性)
# 轻量睡眠 python3 scripts/run_sleep_cycle.py --mode light # 深度睡眠 python3 scripts/run_sleep_cycle.py --mode deep # CortexGraph 同步 python3 scripts/run_sleep_cycle.py --mode cortexgraph
# 每天凌晨 3 点深度睡眠 python3 scripts/schedule.py --set "0 3 * * *" # 每 6 小时 CortexGraph 同步 python3 scripts/schedule.py --set "0 */6 * * *"
agent-sleep/ ├── SKILL.md ├── AGENT.md ├── scripts/ │ ├── run_sleep_cycle.py │ ├── sleep_status.py │ └── schedule.py └── memory/ ├── archive/ # 归档的日志 └── consolidated/ # 整合的记忆
# CortexGraph 配置 export CORTEXGRAPH_STORAGE_PATH=~/.config/cortexgraph/jsonl export CORTEXGRAPH_DECAY_MODEL=power_law export CORTEXGRAPH_PL_HALFLIFE_DAYS=3.0
clawhub install agent-sleep
每日 Deep Sleep - 凌晨 3 点 每 6 小时 CortexGraph 同步 - 保持记忆新鲜 每周 GC - 清理低分记忆 每月晋升 - 高价值记忆升级到 LTM
Skill集成方式memory-sync-cn使用其脚本同步到 CortexGraphagent-library使用其压缩功能cortexgraph直接调用 MCP 工具 版本: 1.1.0 更新: 添加 CortexGraph 支持
Agent frameworks, memory systems, reasoning layers, and model-native orchestration.
Largest current source with strong distribution and engagement signals.