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session-memory会话内存

Agent Skill

session-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

142,590

周安装

6,125

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下载量

49,980
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:session-memory(会话内存)
来源仓库:https://github.com/swaylq/session-memory
安装命令:
openclaw skills install session-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 session-memory

简介

session-memory 为 AI Agent 提供上下文保存与相关性评分回忆功能。

  • 适合在 OpenClaw 中维持跨会话决策一致性与见解巩固。
  • 通过 clawhub 安装,需设置重要性权重与自动清理规则。
  • 使用前应检查内存占用上限与隐私保护机制。
  • 适用于需要长期记忆建模的智能体应用。session-memory 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

name
session-memory
description
Persistent memory toolkit for AI agents. Save context, recall with relevance scoring, consolidate insights, track decisions across sessions. Features importance levels, multi-keyword search, session context loader, export/import, memory stats. Pure bash+node, no dependencies. v2.0.0
homepage
https://github.com/voidborne-d/session-memory-skill
metadata
{"openclaw":{"emoji":"🧠","requires":{"bins":["node"]}}}

Session Memory 🧠 v2.0

Persistent memory for AI agents. Save what matters, recall what's relevant, consolidate what you've learned.

v2.0: relevance-scored search, importance levels, session context loader, consolidation, export/import, stats, edit/delete.

Quick Start

# Save a memory (with optional importance)
MEMORY_IMPORTANCE=high ./scripts/save.sh "decision" "Chose Postgres over SQLite for scale"

# Recall with relevance scoring
./scripts/recall.sh "database" --limit 5

# Load session context (startup)
./scripts/context.sh --days 3

# Consolidate by topic
./scripts/consolidate.sh --since 2026-01-01

# Stats
./scripts/stats.sh

Commands

save.sh — Save a Memory

./scripts/save.sh "topic" "content" [tags...]
EnvDefaultDescription
AGENT_MEMORY_DIR~/.agent-memoryStorage directory
MEMORY_IMPORTANCEnormallow / normal / high / critical
# Basic save
./scripts/save.sh "insight" "Users prefer dark mode 3:1" ui design

# High importance
MEMORY_IMPORTANCE=high ./scripts/save.sh "decision" "Migrated to TypeScript" refactor

# Critical (always surfaces in context.sh)
MEMORY_IMPORTANCE=critical ./scripts/save.sh "credential" "API key rotated, new one in vault"

recall.sh — Search Memories

./scripts/recall.sh "query" [--json] [--limit N] [--topic T] [--importance I] [--since YYYY-MM-DD]

Features:

  • Multi-keyword AND search — all words must match
  • Relevance scoring — based on word match ratio + importance + recency
  • Filters — by topic, importance level, date range
./scripts/recall.sh "database migration"
./scripts/recall.sh "API" --topic decision --limit 20
./scripts/recall.sh "deploy" --since 2026-03-01 --json
./scripts/recall.sh "error" --importance high

context.sh — Session Startup Loader

./scripts/context.sh [--days N] [--limit N] [--json]

Loads the most relevant memories for a new session:

  • Recent memories (last N days, default 3)
  • High/critical importance items regardless of age
  • Sorted by importance then recency
  • Grouped by date
# Quick context
./scripts/context.sh

# Wider window
./scripts/context.sh --days 7 --limit 30

# For programmatic use
./scripts/context.sh --json

daily.sh — Day View

./scripts/daily.sh [YYYY-MM-DD] [--json]

topics.sh — Topic Index

./scripts/topics.sh [--json]

consolidate.sh — Topic Consolidation

./scripts/consolidate.sh [--since YYYY-MM-DD] [--topic T] [--json]

Groups all memories by topic, showing counts, date ranges, top tags, and latest entries. Useful for periodic review.

stats.sh — Memory Statistics

./scripts/stats.sh [--json]

Shows: total entries, date range, entries/day average, storage size, topic breakdown, importance distribution.

edit.sh — Edit or Delete

./scripts/edit.sh <timestamp_ms> --content "new content"
./scripts/edit.sh <timestamp_ms> --topic "new topic"
./scripts/edit.sh <timestamp_ms> --importance critical
./scripts/edit.sh <timestamp_ms> --delete

export.sh — Export Memories

./scripts/export.sh [-o backup.json] [--since YYYY-MM-DD] [--topic T]

import.sh — Import Memories

./scripts/import.sh backup.json [--dry-run]

Deduplicates by timestamp — safe to run multiple times.

prune.sh — Archive Old Memories

./scripts/prune.sh [days]

Moves memories older than N days (default: 30) to archive/.


Storage

~/.agent-memory/
├── 2026/
│   ├── 01/
│   │   ├── 15.jsonl
│   │   └── 16.jsonl
│   └── 02/
│       └── 01.jsonl
└── archive/          # Pruned memories

Each line is a JSON object:

{"ts":1706793600000,"topic":"decision","content":"Chose X because Y","tags":["project"],"importance":"high"}

Importance Levels

LevelWhen to UseBehavior
lowBackground info, minor notesOnly found via search
normalStandard memoriesShown in daily view
highKey decisions, insightsAlways in session context
criticalCredentials, blockers, urgentAlways in session context, top priority

Recommended Workflow

# Session start
./scripts/context.sh

# During work — save important things
./scripts/save.sh "decision" "..."
MEMORY_IMPORTANCE=high ./scripts/save.sh "insight" "..."

# End of session
./scripts/save.sh "summary" "Today: did X, decided Y, next step Z"

# Weekly review
./scripts/consolidate.sh --since $(date -u -d '7 days ago' +%Y-%m-%d)
./scripts/stats.sh

# Monthly maintenance
./scripts/prune.sh 60
./scripts/export.sh -o backup-$(date +%Y%m).json

*Created by Voidborne 🔹*

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

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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

76.54%
按下载量换算38,255

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可疑

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敏感数据

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安装前确认

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来源信息

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