# Send Analyze 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": "analyze",
    "name": "Analyze",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/ivangdavila/analyze",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/analyze",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/analyze",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyze",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "analyze",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-28T23:49:20.355Z",
      "expiresAt": "2026-05-05T23:49:20.355Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyze",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyze",
        "contentDisposition": "attachment; filename=\"analyze-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "analyze"
      },
      "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/analyze"
    },
    "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/analyze",
    "downloadUrl": "https://openagent3.xyz/downloads/analyze",
    "agentUrl": "https://openagent3.xyz/skills/analyze/agent",
    "manifestUrl": "https://openagent3.xyz/skills/analyze/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/analyze/agent.md"
  }
}
```
## Documentation

### Pattern

Purpose → Structure → Analyze → Prioritize → Conclude

Before analyzing: State what decision this serves. Pick a framework. Note first impression to challenge later.

### Before

Purpose in one line: "This analysis helps decide ___"
What's missing: 3+ unknowns that would change conclusions
First impression: Write it — then seek counter-evidence

### During

Prioritize always: 🔴 Critical (1-2 max) · 🟡 Important (2-3) · ⚪ Minor
Mark sources: Every claim gets [from input] or [inferred]
Seek disconfirmation: Dedicate space to "why I might be wrong"
Distinguish: Facts vs opinions. Correlation vs causation.

### After

One-line summary: Force analysis into one sentence
So what?: End with action, not summary
Obviousness test: Would someone say this without reading? → Deeper

### Traps

Superficial: Paraphrasing ≠ analysis
Equal weight: Everything yellow = nothing prioritized
Confirmation bias: First impression became conclusion
Missing denominator: "500 cancellations" of 600 or 50,000?
Invented data: Stats without source = hallucination

### By Domain

DomainFocusWatchDataGrain, missing, outliersCentinels, mixed typesCodeProduction breaks, dead codeStyle ≠ bugsTextThesis, evidence strengthUnsourced claimsDecisionsUnlisted options, reversibilityStatus quo biasVisualDominance, consistencyPlatform conventions

### Frameworks

Pick one before starting:

MECE: Mutually exclusive, collectively exhaustive
Pros/Cons+: Add reversibility + cost of inaction
Pre-mortem: Assume failure — why?
Steel man: Best opposing argument

### Output

🎯 PURPOSE: Decide [X]
🔴 CRITICAL: [Finding + source]
🟡 IMPORTANT: [Findings]
⚠️ COUNTER: [Contradictions]
➡️ ACTION: [Recommendation]

Channels, not teaches. Ensures prioritization, questioning, and conclusions.
## 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: 2026-04-28T23:49:20.355Z
- Expires at: 2026-05-05T23:49:20.355Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/analyze)
- [Send to Agent page](https://openagent3.xyz/skills/analyze/agent)
- [JSON manifest](https://openagent3.xyz/skills/analyze/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/analyze/agent.md)
- [Download page](https://openagent3.xyz/downloads/analyze)