Token导航 LogoToken导航TokenDH.com
研究检索external-serviceclawhub未标认证来源可访问clear审计通过

vestigevestige 搜索

Agent Skill

vestige 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

100,329

周安装

4,139

GitHub Stars

3

下载量

32,781
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:vestige(vestige 搜索)
来源仓库:https://github.com/belkouche/vestige
安装命令:
openclaw skills install vestige
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 vestige

简介

使用 FSRS-6 间隔重复的认知记忆系统。记忆就像人类的记忆一样自然消失。用于跨会话持续回忆。

SKILL.md

name
vestige
description
Cognitive memory system using FSRS-6 spaced repetition. Memories fade naturally like human memory. Use for persistent recall across sessions.

Vestige Memory Skill

Cognitive memory system based on 130 years of memory research. FSRS-6 spaced repetition, spreading activation, synaptic tagging—all running 100% local.

Binary Location

~/bin/vestige-mcp
~/bin/vestige
~/bin/vestige-restore

When to Use

  • Persistent memory across sessions
  • User preferences ("I prefer TypeScript", "I always use dark mode")
  • Bug fixes and solutions worth remembering
  • Project patterns and architectural decisions
  • Reminders and future triggers

Quick Commands

Search Memory

echo '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search","arguments":{"query":"user preferences"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'

Save Memory (Smart Ingest)

echo '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"smart_ingest","arguments":{"content":"User prefers Swiss Modern design style for presentations","tags":["preference","design"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'

Simple Ingest

echo '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"ingest","arguments":{"content":"TKPay Offline project: POC 2 months, MVP 2 months, budget 250K DH","tags":["project","tkpay"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'

Check Stats

~/bin/vestige stats

Health Check

~/bin/vestige health

MCP Tools Available

ToolDescription
searchUnified search (keyword + semantic + hybrid)
smart_ingestIntelligent ingestion with duplicate detection
ingestSimple memory storage
memoryGet, delete, or check memory state
codebaseRemember patterns and architectural decisions
intentionSet reminders and future triggers
promote_memoryMark memory as helpful (strengthens)
demote_memoryMark memory as wrong (weakens)

Trigger Words

User SaysAction
"Remember this"smart_ingest immediately
"Don't forget"smart_ingest with high priority
"I always..." / "I never..."Save as preference
"I prefer..." / "I like..."Save as preference
"This is important"smart_ingest + promote_memory
"Remind me..."Create intention

Session Start Routine

At the start of conversations, search for relevant context:

# Search user preferences
echo '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search","arguments":{"query":"user preferences instructions"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'

# Search project context
echo '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search","arguments":{"query":"current project context"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'

Helper Script

For easier usage, create ~/bin/vmem:

#!/bin/bash
# Vestige Memory Helper
ACTION=$1
shift

case $ACTION in
  search)
    echo "{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"$*\"}}}" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'
    ;;
  save)
    echo "{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"smart_ingest\",\"arguments\":{\"content\":\"$*\"}}}" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'
    ;;
  stats)
    ~/bin/vestige stats
    ;;
  *)
    echo "Usage: vmem [search|save|stats] [content]"
    ;;
esac

Data Location

  • macOS: ~/Library/Application Support/com.vestige.core/
  • Linux: ~/.local/share/vestige/
  • Embedding cache: ~/Library/Caches/com.vestige.core/fastembed/

Integration Notes

Vestige complements the existing memory/ folder system:

  • **memory/*.md** = Human-readable daily logs
  • MEMORY.md = Curated long-term notes
  • Vestige = Semantic search + automatic decay + spaced repetition

Use Vestige for:

  • Things you want to recall semantically (not just keyword search)
  • Preferences that should persist indefinitely
  • Solutions worth remembering (with automatic decay if unused)

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

98.9%
按下载量换算32,420

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

external-service

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。

来源信息

继续浏览同类 Skills