Belkouche

Vestige

知識管理v1.0.0
作者:Belkouche更新於 2026-05-11vestige@clawhub_belkouche/vestige
筆記整理知識歸檔#Memory System

據 AlphaMoat 統計,截至 2026-09,Vestige 累計下載 4,064 次、獲 3 個星標,在全部 5,078 個 AI 技能中排名第 2,498 位,在「知識管理」分類(442 個)中排名第 231 位。

累計安裝
246
累計下載
4064
星標
3
全站排名
#2,498
全站前 50% · 「知識管理」前 53%
平台累計安裝累計下載星標評論
ClawHub ↗13238833-
SkillHub ↗24640643—

各平台的計數口徑不同,統計時間不一致。

這個技能是做什麼的

使用間隔複習和關聯啟用管理跨會話記憶,支援持續回憶並在本地執行。記憶內容會隨時間變化;記錄個人資訊前應確認範圍,並允許使用者糾正或刪除不準確內容。

資料釋出於 2026-10-27

可以用來做什麼

  • 跨會話儲存和檢索記憶
  • 複習需要再次提取的資訊

什麼時候用

  • 需要持續記住使用者偏好或專案事即時
  • 核對或更新已存記憶時

示例提示詞

以下是根據技能文件生成的示例,不代表實際執行結果。

查詢與當前任務相關的已存記憶,並標出可能過期的內容。
不要把推斷存成事實,先向我確認需要儲存的資訊。

月度資料趨勢

累計下載4064
2895352341512026-03 · 累計下載 29822026-05 · 累計下載 33912026-07 · 累計下載 36662026-08 · 累計下載 37552026-09 · 累計下載 406426-0326-09
星標3
2342026-03 · 星標 32026-05 · 星標 32026-07 · 星標 32026-08 · 星標 32026-09 · 星標 326-0326-09

2026-09 起統計方法調整:同名技能按作者分別統計,並覆蓋全部技能。圖中虛線為調整前的月份,與之後的資料不直接比較,也不計算跨越調整的增長。

月份累計下載環比星標
2026-094064—3
2026-083755+2.4%3
2026-073666—3
2026-053391—3
2026-032982—3

SKILL.md 原文

以下是作者釋出的原始檔案,按純文字顯示,本站未做修改或稽核;其中的連結不可點選,命令請核實後再執行。抓取於 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
展開全部(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)

「知識管理」分類下的熱門技能

資料月份:2026-09 · 下載/星標/安裝數聚合自公開技能註冊庫(ClawHub、SkillHub),按月更新。口徑說明見資料方法。