# Send Summarizer 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": "summarizer",
    "name": "Summarizer",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/ivangdavila/summarizer",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/summarizer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/summarizer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=summarizer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "formats.md",
      "techniques.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "summarizer",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:57:31.872Z",
      "expiresAt": "2026-05-07T16:57:31.872Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=summarizer",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=summarizer",
        "contentDisposition": "attachment; filename=\"summarizer-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "summarizer"
      },
      "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/summarizer"
    },
    "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/summarizer",
    "downloadUrl": "https://openagent3.xyz/downloads/summarizer",
    "agentUrl": "https://openagent3.xyz/skills/summarizer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/summarizer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/summarizer/agent.md"
  }
}
```
## Documentation

### Core Principle

Good summaries preserve meaning while eliminating noise. Bad ones drop critical points or miss the audience.

Summarization = Compression + Preservation + Adaptation

### Protocol

Analyze → Select technique → Extract → Compress → Format → Verify

### 1. Analyze

Before summarizing, determine:

Length of source — tweet vs book chapter
Complexity — technical, narrative, data-heavy
Audience — expert, general, executive, student
Purpose — quick overview, decision support, study aid

### 2. Select Technique

Match technique to content (see techniques.md):

Content typeBest techniqueSimple/shortZero-shot directTechnical/complexChain-of-thoughtAudience-specificRole-basedConsistent style neededFew-shotStrict requirementsInstruction-heavy

### 3. Extract

Identify what matters:

Core argument or thesis
Key supporting points (3-5 max)
Critical data or evidence
Conclusions and implications

Rule: If you can't identify the core argument, you don't understand it yet.

### 4. Compress

Apply compression levels:

TLDR — 1 sentence, core message only
Brief — 2-3 sentences, message + key support
Standard — paragraph, covers main points
Extended — multiple paragraphs, preserves nuance

### 5. Format

Match output to purpose (see formats.md):

Bullet points for scanning
Paragraph for reading
Structured sections for reports
Tweet-length for social

### 6. Verify

Before delivering, check:

Core message preserved?
 Key points included?
 Nothing critical dropped?
 Appropriate for audience?
 Right length for purpose?

### Output Markers

📝 SUMMARY ([level]: [word count])
[Content]

💡 KEY POINTS
• [Point 1]
• [Point 2]

⚠️ OMITTED (if relevant)
[What was cut and why]

### Decline When

Source is ambiguous, contradictory without resolution, or summarizing would lose essential nuance the user needs.

References: techniques.md, formats.md
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: ivangdavila
- 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: 2026-04-30T16:57:31.872Z
- Expires at: 2026-05-07T16:57:31.872Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/summarizer)
- [Send to Agent page](https://openagent3.xyz/skills/summarizer/agent)
- [JSON manifest](https://openagent3.xyz/skills/summarizer/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/summarizer/agent.md)
- [Download page](https://openagent3.xyz/downloads/summarizer)