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correlation-memory相关记忆

Agent Skill

correlation-memory 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

3,427

周安装

140

GitHub Stars

公开资料未说明

下载量

1,109
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:correlation-memory(相关记忆)
来源仓库:https://github.com/ether-btc/correlation-memory
安装命令:
openclaw skills install correlation-memory
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 correlation-memory

简介

在 OpenClaw 内存系统中实现上下文感知的智能检索。

  • 自动关联历史决策与当前查询的相关片段。
  • 零外部依赖,纯本地向量匹配算法。correlation-memory 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 需初始化内存索引并保证数据一致性。
  • 适用于需要长期记忆连贯性的复杂任务场景。

SKILL.md

name
correlation-memory
description
Correlation-aware memory search plugin for OpenClaw — automatically retrieves related decision contexts when you query memory. Zero external dependencies. Install as an OpenClaw plugin.
location
~/.openclaw/extensions/correlation-memory

Correlation Memory Plugin

Correlation-aware memory search for OpenClaw — automatically retrieves related contexts when you query memory.

What It Does

When you search memory for topic X, this plugin also fetches related contexts Y and Z that consistently matter together — based on correlation rules you define.

Example: search for "backup error" → plugin also retrieves "last backup time", "recovery procedures", and "similar errors" — because those contexts are correlated by rule.

Key Features

  • Decision-context retrieval — surfacing related information before you ask for it
  • Word-boundary keyword matching — no false positives from partial matches
  • Confidence scoring — filter/sort by how reliable a correlation is
  • Multiple matching modes — auto, strict, lenient
  • Result limitingmax_results parameter prevents output bloat
  • mtime cache — rules reloaded only when correlation-rules.json changes
  • LRU regex cache — bounded at 500 entries, no memory leaks
  • Debug tool — understand why a given context triggered specific correlations
  • Lifecycle states — rules can be promoted/archived/disabled without deletion

Security

  • Zero external runtime dependencies (index.ts only imports openclaw/plugin-sdk)
  • Read-only local file operations (no network, no writes)
  • No credential or environment variable access
  • Workspace path resolved via OpenClaw SDK only
  • npm install fetches only openclaw (peerDep) + vitest (devDep, not bundled) — no postinstall scripts

Correlation Rules

Rules live in memory/correlation-rules.json in your workspace. Example:

{
  "id": "cr-config-001",
  "trigger_context": "config-change",
  "trigger_keywords": ["config", "setting", "openclaw.json", "modify"],
  "must_also_fetch": ["backup-location", "rollback-instructions"],
  "relationship_type": "constrains",
  "confidence": 0.95,
  "lifecycle": { "state": "promoted" }
}

Active states: promoted, active, testing, validated, proposal

Tools Provided

ToolDescription
memory_search_with_correlationEnhanced memory search — automatically fetches correlated contexts from correlation rules
correlation_checkDebug tool — shows which rules matched and why without performing searches

Installation

cd ~/.openclaw/extensions
git clone https://github.com/ether-btc/openclaw-correlation-plugin.git correlation-memory
cd correlation-memory && npm install

# Add to openclaw.json
openclaw plugins install correlation-memory
openclaw gateway restart

Requires OpenClaw >= 2026.1.26.

Note: npm install pulls the OpenClaw peer dependency and vitest (dev/test only). The runtime plugin makes no network calls and has zero external dependencies.

See Also

  • README.md — Full documentation with examples, configuration, architecture
  • correlation-rules.example.json — Production-quality rule examples
  • docs/schema.md — Full rule schema reference
  • .sanitization-audit.md — Security audit results
  • tests/correlation.test.ts — Unit tests

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

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

81.67%
按下载量换算906

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

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来源信息

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