# Send Percept Summarize 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": "percept-summarize",
    "name": "Percept Summarize",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/jarvis563/percept-summarize",
    "canonicalUrl": "https://clawhub.ai/jarvis563/percept-summarize",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/percept-summarize",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=percept-summarize",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "percept-summarize",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T00:37:33.886Z",
      "expiresAt": "2026-05-14T00:37:33.886Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=percept-summarize",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=percept-summarize",
        "contentDisposition": "attachment; filename=\"percept-summarize-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "percept-summarize"
      },
      "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/percept-summarize"
    },
    "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/percept-summarize",
    "downloadUrl": "https://openagent3.xyz/downloads/percept-summarize",
    "agentUrl": "https://openagent3.xyz/skills/percept-summarize/agent",
    "manifestUrl": "https://openagent3.xyz/skills/percept-summarize/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/percept-summarize/agent.md"
  }
}
```
## Documentation

### percept-summarize

Automatic conversation summaries with entity extraction and relationship mapping.

### What it does

When a conversation ends (60 seconds of silence), Percept generates an AI-powered summary with extracted entities (people, companies, topics), action items, and relationship connections. Summaries are stored locally and searchable.

### When to use

User asks "what did we talk about?" or "summarize that meeting"
User wants meeting notes or action items from a conversation
Agent needs context from a recent conversation

### Requirements

percept-listen skill installed and running
OpenClaw agent accessible via CLI (used for LLM summarization)

### How it works

Conversation ends (60s silence timeout)
Percept builds a speaker-tagged transcript
Sends transcript to OpenClaw for AI summarization
Extracts entities (people, orgs, topics) and relationships
Stores summary + entities in SQLite
Entities linked via relationship graph (works_on, client_of, mentioned_with)

### Entity resolution

5-tier cascade for identifying entities:

Exact match (confidence 1.0)
Fuzzy match (0.8) — handles typos, nicknames
Contextual/graph (0.7) — uses relationship connections
Recency (0.6) — recently mentioned entities ranked higher
Semantic search (0.5) — vector similarity via LanceDB

### Querying summaries

Summaries are searchable via the Percept dashboard (port 8960) or SQLite directly:

SELECT * FROM conversations WHERE summary LIKE '%action items%' ORDER BY end_time DESC;

Full-text search via FTS5:

SELECT * FROM utterances_fts WHERE utterances_fts MATCH 'project deadline';

### Data retention

Utterances: 30 days
Summaries: 90 days
Relationships: 180 days
Speaker profiles: never expire

### Links

GitHub: https://github.com/GetPercept/percept
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: jarvis563
- 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: 2026-05-07T00:37:33.886Z
- Expires at: 2026-05-14T00:37:33.886Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/percept-summarize)
- [Send to Agent page](https://openagent3.xyz/skills/percept-summarize/agent)
- [JSON manifest](https://openagent3.xyz/skills/percept-summarize/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/percept-summarize/agent.md)
- [Download page](https://openagent3.xyz/downloads/percept-summarize)