# Send Triple Memory to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "triple-memory",
    "name": "Triple Memory",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/ktpriyatham/triple-memory",
    "canonicalUrl": "https://clawhub.ai/ktpriyatham/triple-memory",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/triple-memory",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=triple-memory",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "references/SETUP.md",
      "scripts/file-search.sh"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "triple-memory",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T13:09:50.103Z",
      "expiresAt": "2026-05-08T13:09:50.103Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=triple-memory",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=triple-memory",
        "contentDisposition": "attachment; filename=\"triple-memory-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "triple-memory"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/triple-memory"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/triple-memory",
    "downloadUrl": "https://openagent3.xyz/downloads/triple-memory",
    "agentUrl": "https://openagent3.xyz/skills/triple-memory/agent",
    "manifestUrl": "https://openagent3.xyz/skills/triple-memory/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/triple-memory/agent.md"
  }
}
```
## Documentation

### Triple Memory System

A comprehensive memory architecture combining three complementary systems for maximum context retention across sessions.

### Architecture Overview

User Message
     ↓
[LanceDB auto-recall] → injects relevant conversation memories
     ↓
Agent responds (using all 3 systems)
     ↓
[LanceDB auto-capture] → stores preferences/decisions automatically
     ↓
[Git-Notes] → structured decisions with entity extraction
     ↓
[File updates] → persistent workspace docs

### 1. LanceDB (Conversation Memory)

Auto-recall: Relevant memories injected before each response
Auto-capture: Preferences/decisions/facts stored automatically
Tools: memory_recall, memory_store, memory_forget
Triggers: "remember", "prefer", "my X is", "I like/hate/want"

### 2. Git-Notes Memory (Structured, Local)

Branch-aware: Memories isolated per git branch
Entity extraction: Auto-extracts topics, names, concepts
Importance levels: critical, high, normal, low
No external API calls

### 3. File Search (Workspace)

Searches: MEMORY.md, memory/*.md, any workspace file
Script: scripts/file-search.sh

### Enable LanceDB Plugin

{
  "plugins": {
    "slots": { "memory": "memory-lancedb" },
    "entries": {
      "memory-lancedb": {
        "enabled": true,
        "config": {
          "embedding": { "apiKey": "${OPENAI_API_KEY}", "model": "text-embedding-3-small" },
          "autoRecall": true,
          "autoCapture": true
        }
      }
    }
  }
}

### Install Git-Notes Memory

clawdhub install git-notes-memory

### Create File Search Script

Copy scripts/file-search.sh to your workspace.

### Session Start (Always)

python3 skills/git-notes-memory/memory.py -p $WORKSPACE sync --start

### Store Important Decisions

python3 skills/git-notes-memory/memory.py -p $WORKSPACE remember \\
  '{"decision": "Use PostgreSQL", "reason": "Team expertise"}' \\
  -t architecture,database -i h

### Search Workspace Files

./scripts/file-search.sh "database config" 5

### Conversation Memory (Automatic)

LanceDB handles this automatically. Manual tools:

memory_recall "query" - search conversation memory
memory_store "text" - manually store something
memory_forget - delete memories (GDPR)

### Importance Levels

FlagLevelWhen to Use-i cCritical"always remember", explicit preferences-i hHighDecisions, corrections, preferences-i nNormalGeneral information-i lLowTemporary notes

### When to Use Each System

SystemUse ForLanceDBConversation context, auto-retrievalGit-NotesStructured decisions, searchable by entity/tagFile SearchWorkspace docs, daily logs, MEMORY.md

### File Structure

workspace/
├── MEMORY.md              # Long-term curated memory
├── memory/
│   ├── active-context.md  # Current session state
│   └── YYYY-MM-DD.md      # Daily logs
├── scripts/
│   └── file-search.sh     # Workspace search
└── skills/
    └── git-notes-memory/  # Structured memory

### Silent Operation

Never announce memory operations to users. Just do it:

❌ "I'll remember this"
❌ "Saving to memory"
✅ (silently store and continue)
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: ktpriyatham
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-01T13:09:50.103Z
- Expires at: 2026-05-08T13:09:50.103Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/triple-memory)
- [Send to Agent page](https://openagent3.xyz/skills/triple-memory/agent)
- [JSON manifest](https://openagent3.xyz/skills/triple-memory/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/triple-memory/agent.md)
- [Download page](https://openagent3.xyz/downloads/triple-memory)