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context-compression上下文压缩

Agent Skill

context-compression 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

55,290

周安装

2,327

GitHub Stars

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下载量

19,361
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:context-compression(上下文压缩)
来源仓库:https://github.com/lifei68801/context-compression
安装命令:
openclaw skills install context-compression
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install context-compression

简介

上下文压缩技能通过智能截断与记忆保留防止对话溢出,提升长会话稳定性。

  • 适合处理多轮复杂任务、知识库检索或需要持续记忆的交互流程。
  • 安装后自动分析会话密度,按需压缩历史并保留关键信息供后续引用。
  • 注意压缩策略可能影响细节完整性,重要上下文建议手动备份。
  • 需确认是否支持自定义保留字段或关键事件标记功能。

SKILL.md

name
context-compression
version
3.13.3
description
Prevent context overflow with automatic session truncation and memory preservation.
license
MIT-0
author
lifei68801
metadata
openclaw
requires
bins
["bash", "jq", "sed", "grep", "head", "tail", "wc", "date", "tr", "cut"]
configPaths
permissions
installDir
~/.openclaw/workspace/skills/context-compression
fileLayout
behavior
modifiesLocalFiles
true
network
local
telemetry
none
credentials
none
settings
~/.openclaw/workspace/.context-compression-config.json
description
Reads and trims local session files. Writes identified facts to MEMORY.md and daily notes. The optional AI-assisted fact identification invokes the local openclaw agent CLI (network depends on user's OpenClaw config). No scripts make external HTTP calls directly.

Context Compression

Keep conversations within limits. Never lose important context.

After installing, run the interactive setup wizard to generate your config file, then add the suggested cron entry with crontab -e. See Quick Start below for commands.

Quick Start

File location: ClawHub installs this skill to ~/.openclaw/workspace/skills/context-compression/. All scripts are placed here directly. This is the standard OpenClaw skill install path — no manual file placement needed.
# 1. Install and configure (interactive)
bash ~/.openclaw/workspace/skills/context-compression/configure.sh

# 2. Verify config exists
cat ~/.openclaw/workspace/.context-compression-config.json

# 3. Set up crontab (example: every 10 minutes)
*/10 * * * * ~/.openclaw/workspace/skills/context-compression/truncate-sessions-safe.sh

How It Works

Session Truncation (truncate-sessions-safe.sh)

  • Scheduling: System crontab (e.g., */10 * * * *)
  • Action: Reads .jsonl session files under ~/.openclaw/agents/*/sessions/, trims each file to the configured size
  • Safety: Skips files with a matching .lock file (active session)
  • Integrity: Keeps JSONL line boundaries intact — never splits a line
  • Strategy: priority-first scans for important keywords before trimming and preserves matching lines

Fact Identification

  • Keyword-based: identify-facts.sh — scans truncated content for keywords (重要, 决定, TODO, 偏好, deadline, must remember, etc.) and appends findings to memory/YYYY-MM-DD.md
  • AI-assisted: identify-facts-enhanced.sh — calls openclaw agent --agent main --message with the trimmed content to semantically identify important facts. Only used when openclaw CLI is available on PATH.
  • Triggered by: truncate-sessions-safe.sh calls one of these before each truncation cycle

Preference Lifecycle (check-preferences-expiry.sh)

  • Scheduling: Once daily via crontab
  • Mechanism: Reads MEMORY.md preference entries tagged with @YYYY-MM-DD, removes expired ones
  • Tiers: Short-term (1-7 days), Mid-term (1-4 weeks), Long-term (permanent)

Scripts

ScriptPurposeScheduling
truncate-sessions-safe.shTrim session JSONL filescrontab, every 10 min
identify-facts.shKeyword-based fact detectionCalled by truncate script
identify-facts-enhanced.shAI-assisted fact detectionCalled by truncate script
check-preferences-expiry.shRemove expired preferencescrontab, once daily
configure.shInteractive setup wizardManual, one-time
session-start-hook.shLoad context at session startCalled by AGENTS.md
session-end-hook.shSave context at session endCalled by AGENTS.md
check-context-health.shReport current context statusManual / on-demand

Configuration

File: ~/.openclaw/workspace/.context-compression-config.json

{
  "version": "2.3",
  "maxChars": 40000,
  "frequencyMinutes": 10,
  "skipActive": true,
  "strategy": "priority-first",
  "useAiIdentification": false,
  "priorityKeywords": [
    "重要", "决定", "记住", "TODO", "偏好",
    "important", "remember", "must", "deadline"
  ]
}
FieldTypeDefaultDescription
maxCharsnumber40000Max chars to keep per session file
frequencyMinutesnumber10How often crontab runs truncate
skipActivebooleantrueSkip sessions with .lock files
strategystringpriority-firstTruncation strategy
useAiIdentificationbooleanfalseSet true to use AI-assisted fact identification (may send content to remote LLMs)
priorityKeywordsstring[](see above)Keywords to preserve during truncation

Troubleshooting

ProblemSolution
Context still exceededReduce maxChars in config
Memory not persistingCheck that AGENTS.md includes session-start-hook
Crontab not runningVerify PATH in crontab includes node/openclaw binary location

Safety

Data Protection

  • No deletion: Truncation writes the trimmed portion back to the same file. It does not delete files.
  • Backup before trim: truncate-sessions-safe.sh creates a .pre-trim backup of each file before modification. Backups are cleaned up after a successful write.
  • Line integrity: Truncation only cuts at JSONL line boundaries. Partial lines are never written.
  • Active sessions protected: Files with a matching .lock (currently in use) are always skipped, even if oversized.

Safe Defaults

All configuration values have conservative defaults:

  • skipActive: true — never touches a running session
  • maxChars: 40000 — keeps substantial history per session
  • strategy: priority-first — preserves lines matching priority keywords before trimming anything
  • No direct network access from scripts. The optional AI fact identification uses your local openclaw CLI — network activity depends on your OpenClaw configuration.

User Control

  • Crontab: The user creates and manages all scheduled tasks. No script auto-installs crontab entries.
  • Configuration: All settings live in a single JSON file. The configure.sh wizard runs interactively and requires user input.
  • Opt-out: Remove the crontab entry to stop all automated truncation. The skill has no background daemon of its own.
  • Scope: Only reads/writes files under ~/.openclaw/agents/main/ and ~/.openclaw/workspace/memory/. Never touches system files, other agents' data, or other users' data.

Privacy Notice

  • AI-assisted fact identification (identify-facts-enhanced.sh) is disabled by default. It invokes the local openclaw agent CLI, which may send session content to remote LLM services depending on your OpenClaw configuration. Only enable it if you understand and accept this data flow. To enable, set "useAiIdentification": true in the config file.
  • Keyword-based identification (identify-facts.sh) is the default and runs entirely locally with no external data transmission.
  • Unattended cron execution: If you enable cron jobs, the scripts run without interactive consent. Review the scripts and test manually before enabling scheduled runs.

Related

适合场景

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能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

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按下载量换算14,013

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权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

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