# Send Analyst 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": "analyst",
    "name": "Analyst",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/ivangdavila/analyst",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/analyst",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/analyst",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyst",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "analyst",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-28T23:48:22.297Z",
      "expiresAt": "2026-05-05T23:48:22.297Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyst",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyst",
        "contentDisposition": "attachment; filename=\"analyst-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "analyst"
      },
      "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/analyst"
    },
    "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/analyst",
    "downloadUrl": "https://openagent3.xyz/downloads/analyst",
    "agentUrl": "https://openagent3.xyz/skills/analyst/agent",
    "manifestUrl": "https://openagent3.xyz/skills/analyst/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/analyst/agent.md"
  }
}
```
## Documentation

### Framing Questions

Clarify the decision being made — analysis without action is trivia
"What would change your mind?" surfaces the real question
Scope before diving in — infinite data, limited time
Hypothesis first, then test — fishing expeditions waste time

### Data Quality

Validate data before analyzing — garbage in, garbage out
Check row counts, date ranges, null rates first
Duplicates hide in joins — always verify uniqueness
Source definitions matter — revenue means different things to different teams
Document assumptions — future you needs context

### SQL Patterns

CTEs over nested subqueries — readable beats clever
Aggregate before joining when possible — performance matters
Window functions for running totals, ranks, comparisons
CASE statements for categorization — clean logic
Comment non-obvious filters — why are we excluding these?

### Analysis Approach

Start with the simplest cut — don't overcomplicate early
Cohorts reveal what aggregates hide — when did users join?
Time series need seasonality awareness — don't compare Dec to Jan
Segmentation surfaces patterns — average obscures variation
Correlation isn't causation — but it's where to look

### Visualization

Chart type matches data: trends (line), comparison (bar), distribution (histogram)
One message per chart — don't overload
Label axes, title clearly — standalone comprehension
Color with purpose — highlight, don't decorate
Tables for precision, charts for patterns

### Communicating Findings

Lead with the insight, not the methodology
So what? Now what? — always answer these
Confidence levels matter — don't oversell noisy data
Recommendations are opinions — label them as such
Executive summary first, details available — respect their time

### Stakeholder Relationship

Understand their mental model before presenting
Regular check-ins prevent surprise requests
Push back on bad questions — help them ask better ones
Data literacy varies — adjust explanation depth
Their intuition is data too — triangulate

### Tools

Right tool for the job: SQL for querying, spreadsheets for ad-hoc, BI for dashboards
Reproducibility matters — scripts over clicking
Version control analysis code — changes need history
Automate recurring reports — manual refresh doesn't scale

### Common Mistakes

Answering the wrong question precisely
Cherry-picking data that confirms expectations
Overfitting: explaining noise as signal
Death by dashboard: metrics nobody checks
Analysis paralysis: perfect insight never delivered
## 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: 2026-04-28T23:48:22.297Z
- Expires at: 2026-05-05T23:48:22.297Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/analyst)
- [Send to Agent page](https://openagent3.xyz/skills/analyst/agent)
- [JSON manifest](https://openagent3.xyz/skills/analyst/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/analyst/agent.md)
- [Download page](https://openagent3.xyz/downloads/analyst)