# Send Tinmem Memory System 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": "tinmem",
    "name": "Tinmem Memory System",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/tincomking/tinmem",
    "canonicalUrl": "https://clawhub.ai/tincomking/tinmem",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/tinmem",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tinmem",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "tinmem",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-10T00:02:19.671Z",
      "expiresAt": "2026-05-17T00:02:19.671Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tinmem",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tinmem",
        "contentDisposition": "attachment; filename=\"tinmem-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "tinmem"
      },
      "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/tinmem"
    },
    "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/tinmem",
    "downloadUrl": "https://openagent3.xyz/downloads/tinmem",
    "agentUrl": "https://openagent3.xyz/skills/tinmem/agent",
    "manifestUrl": "https://openagent3.xyz/skills/tinmem/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/tinmem/agent.md"
  }
}
```
## Documentation

### Tinmem Memory System

openclaw-tinmem provides persistent memory capabilities for the OpenClaw AI assistant.

### memory_recall

Search and retrieve relevant memories from past conversations.

Use this tool when:

The user references something from a previous conversation
You need context about user preferences, background, or past decisions
You want to check if a problem has been solved before

Parameters:

query (required): Search query to find relevant memories
scope: Memory namespace (default: "global")
categories: Filter by category: profile, preferences, entities, events, cases, patterns
limit: Max results (default: 10)
level: Detail level - L0 (headline), L1 (summary), L2 (full content)

Example:

{
  "query": "user's preferred programming language",
  "categories": ["profile", "preferences"],
  "level": "L1"
}

### memory_store

Store new information as a persistent memory.

Use this tool when:

The user shares important personal information
A significant decision is made
A problem is solved in a novel way
A new project or entity is introduced

Parameters:

content (required): The information to store
category (required): profile | preferences | entities | events | cases | patterns
scope: Memory namespace
importance: 0.0-1.0 (default: 0.5)
tags: Keywords for searchability

Example:

{
  "content": "User is building a SaaS product called TaskFlow for project management, using Next.js 14 and PostgreSQL with Prisma",
  "category": "entities",
  "importance": 0.9,
  "tags": ["taskflow", "nextjs", "postgresql", "saas"]
}

### memory_forget

Remove memories that are no longer relevant or are incorrect.

Parameters:

id: Specific memory ID to delete
query: Search and delete matching memories
scope: Limit deletion to this scope
categories: Limit deletion to these categories

Example:

{
  "query": "old job at previous company",
  "categories": ["profile", "entities"]
}

### memory_update

Update an existing memory with corrected or additional information.

Parameters:

id (required): Memory ID to update
content: New full content
summary: New summary
headline: New headline
importance: New importance score
tags: New tags (replaces existing)

### Memory Categories Reference

CategoryWhat to StoreMerge BehaviorprofileUser identity, role, expertise, demographicsAlways mergepreferencesLikes/dislikes, habits, recurring preferencesTopic-based mergeentitiesProjects, people, tools, organizationsMerge if same entityeventsDecisions made, milestones, things that happenedAlways append (never merge)casesProblem-solution pairs, debugging sessionsAlways append (never merge)patternsRecurring workflows, methodologies, best practicesMerge if same pattern

### Notes

Memories are automatically injected into context before each response via <agent-experience> tags
New memories are automatically extracted after each conversation turn
Similar memories are deduplicated using LLM-based analysis
All memories persist across sessions in a local LanceDB database
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: tincomking
- 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: 2026-05-10T00:02:19.671Z
- Expires at: 2026-05-17T00:02:19.671Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/tinmem)
- [Send to Agent page](https://openagent3.xyz/skills/tinmem/agent)
- [JSON manifest](https://openagent3.xyz/skills/tinmem/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/tinmem/agent.md)
- [Download page](https://openagent3.xyz/downloads/tinmem)