Belkouche

Vestige

知识管理v1.0.0
作者:Belkouche更新于 2026-05-11vestige@clawhub_belkouche/vestige
笔记整理知识归档#Memory System

据 AlphaMoat 统计,截至 2026-09,Vestige 累计下载 4,064 次、获 3 个星标,在全部 5,078 个 AI 技能中排名第 2,498 位,在「知识管理」分类(442 个)中排名第 231 位。

累计安装
246
累计下载
4,064
星标
3
全站排名
#2,498
全站前 50% · 「知识管理」前 53%
平台累计安装累计下载星标评论
ClawHub ↗1323,8833-
SkillHub ↗2464,0643—

各平台的计数口径不同,统计时间不一致。

这个技能是做什么的

使用间隔复习和关联激活管理跨会话记忆,支持持续回忆并在本地运行。记忆内容会随时间变化;记录个人信息前应确认范围,并允许用户纠正或删除不准确内容。

资料发布于 2026-10-27

可以用来做什么

  • 跨会话保存和检索记忆
  • 复习需要再次提取的信息

什么时候用

  • 需要持续记住用户偏好或项目事实时
  • 核对或更新已存记忆时

示例提示词

以下是根据技能文档生成的示例,不代表实际运行结果。

查找与当前任务相关的已存记忆,并标出可能过期的内容。
不要把推断存成事实,先向我确认需要保存的信息。

月度数据趋势

累计下载4,064
2,8953,5234,1512026-03 · 累计下载 2,9822026-05 · 累计下载 3,3912026-07 · 累计下载 3,6662026-08 · 累计下载 3,7552026-09 · 累计下载 4,06426-0326-09
星标3
2342026-03 · 星标 32026-05 · 星标 32026-07 · 星标 32026-08 · 星标 32026-09 · 星标 326-0326-09

2026-09 起统计方法调整:同名技能按作者分别统计,并覆盖全部技能。图中虚线为调整前的月份,与之后的数据不直接比较,也不计算跨越调整的增长。

月份累计下载环比星标
2026-094,064—3
2026-083,755+2.4%3
2026-073,666—3
2026-053,391—3
2026-032,982—3

SKILL.md 原文

以下是作者发布的原始文件,按纯文本显示,本站未做修改或审核;其中的链接不可点击,命令请核实后再运行。抓取于 2026-10-23。

4.4 KB · ClawHub v1.0.0
---
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
展开全部(共 137 行)

```
~/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

```bash
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)

```bash
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

```bash
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

```bash
~/bin/vestige stats
```

### Health Check

```bash
~/bin/vestige health
```

## MCP Tools Available

| Tool | Description |
|------|-------------|
| `search` | Unified search (keyword + semantic + hybrid) |
| `smart_ingest` | Intelligent ingestion with duplicate detection |
| `ingest` | Simple memory storage |
| `memory` | Get, delete, or check memory state |
| `codebase` | Remember patterns and architectural decisions |
| `intention` | Set reminders and future triggers |
| `promote_memory` | Mark memory as helpful (strengthens) |
| `demote_memory` | Mark memory as wrong (weakens) |

## Trigger Words

| User Says | Action |
|-----------|--------|
| "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:

```bash
# 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`:

```bash
#!/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)

「知识管理」分类下的热门技能

数据月份:2026-09 · 下载/星标/安装数聚合自公开技能注册库(ClawHub、SkillHub),按月更新。口径说明见数据方法。