What makes Skywork Excel notable?

3.2K downloads. Trust evidence available

How should Skywork Excel be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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agentCLAWHUBUnverified

Skywork Excel

Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time da... Skill: Skywork Excel Owner: gxcun17 Summary: Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time da... Tags: latest:1.0.8 Version history: v1.0.8 | 2026-04-10T13:36:38.064Z | auto - Simplified and shortened the skill description and trigger keywords for easier reading. - Clarified prerequisite instructions and API k

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

3.2k

Updated

Oct 9, 2026

Version

1.0.8

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 3.2K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 3.2K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.8release · observed Apr 10, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s174hwb34r6ncgdm62n09a9tbd83hn5x:skywork-excel

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-gxcun17-skywork-excel/snapshot"

Documentation

CLAWHUB

145,805 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: Skywork Excel
description: "Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time data (stocks, rates, stats). Pass user's original query directly without rewriting. Capabilities: (1) Create Excel/CSV with formulas, charts, pivots; (2) Analyze Excel/CSV/PDF/Image files - dashboards, visualizations; (3) Fetch live web data; (4) HTML reports; (5) Convert formats (PDF-to-Excel, image-to-table); (6) Financial models, budgets. Trigger on Excel/CSV/PDF/Image uploads or structured-output requests. Keywords: 'create Excel', 'spreadsheet', 'analyze data', 'chart', 'pivot table', 'dashboard', 'PDF to Excel', 'stock price', 'forecast', '创建Excel', '做表格', '数据分析', '生成图表', '数据透视表', '股价查询', 'Excelを作成', 'データ分析', 'グラフ作成', 'Excel 만들기', '데이터 분석', '차트', 'crear Excel', 'analizar datos', 'créer Excel', 'Excel erstellen', 'Datenanalyse', 'создать Excel', 'анализ данных', 'إنشاء Excel', 'Excel बनाओ', 'สร้าง Excel', 'tạo Excel', 'buat Excel', 'creare Excel'."
metadata:
  openclaw:
    requires:
      bins:
        - python3
      env:
        - SKYWORK_API_KEY
    primaryEnv: SKYWORK_API_KEY
---

# Excel Generator

Generate professional Excel files and data analysis reports using the Skywork Excel backend service.

---
## Prerequisites

### API Key Configuration (Required First)
This skill requires a **SKYWORK_API_KEY** to be configured before use.

If you don't have an API key yet, please visit:
**https://skywork.ai**

For detailed setup instructions, see:
[references/apikey-fetch.md](references/apikey-fetch.md)

---

## 🚫 CRITICAL: Pass Query As-Is, Do NOT Read User Files

- **NEVER use the `read` tool on user-provided files** (Excel, PDF, CSV, images, etc.). Pass file paths via `--files` and let the backend handle reading.
- **Do NOT rewrite, expand, or reinterpret the user's query.** Pass it as-is. The backend agent has its own understanding capabilities.
- **Only two modifications are allowed:**
  1. **Time info**: For time-sensitive queries, prepend current time: `[Current time: 2026-03-14] User request: ...`
  2. **File paths**: Replace absolute paths with filenames only (e.g., `/Users/xxx/report.xlsx` → `report.xlsx`)

---

## Workflow

Excel tasks take 5-25 minutes. Run the script in background and poll the log every 60 seconds.

### Step 1: Start Task

```bash
EXCEL_LOG=/tmp/excel_$(date +%s).log

python3 scripts/excel_api_client.py "user's query" \
  --files "/path/to/file1.xlsx" "/path/to/file2.pdf" \
  --language zh-CN \
  --log-path "$EXCEL_LOG" \
  > /dev/null 2>&1 &

echo "Task started. Log: $EXCEL_LOG"
```

- **`--files`**: Upload user-provided files (Excel, CSV, PDF, Image). Omit if no files.
- **`--language`**: `zh-CN` (default) or `en-US` — match the user's language.
- **`--session <id>`**: For follow-up tasks — see [Multi-Turn Sessions](#multi-turn-sessions).

### Step 2: Monitor Progress

**Execution pattern (required):**
- Run the Step 1 s

_meta.json

{
  "ownerId": "kn70ct0m3p4538a9t49cjcwern82ky02",
  "slug": "skywork-excel",
  "version": "1.0.8",
  "publishedAt": 1775828198064
}

references/apikey-fetch.md

# Skywork API Key Setup Guide

## SKYWORK_API_KEY Not Configured

When the `SKYWORK_API_KEY` environment variable is not set, follow these steps:

### 1. Get API Key

Visit the Skywork website and sign in to your account:

**https://skywork.ai**

- Log in with your Skywork account
- Open account / Settings / API Key (**https://skywork.ai/?openApiKeySetting=1**)
- Create or copy your **API key**

If your organization uses a separate console or test environment, use the URL and credentials your team provides.

### 2. Configure OpenClaw

Edit the OpenClaw configuration file: `~/.openclaw/openclaw.json`

In current OpenClaw, Skywork skills store the key under `skills.entries.<Skill Name>.apiKey` (not under `env`).
OpenClaw will inject this value into the skill's `SKYWORK_API_KEY` environment when `primaryEnv` matches.
Add or merge the following structure (adjust the skill name to match the installed skill):

```json
{
  "skills": {
    "entries": {
      "Skywork Excel": {
        "enabled": true,
        "apiKey": "your_actual_skywork_api_key_here"
      }
    }
  }
}
```

Replace `"your_actual_skywork_api_key_here"` with your real key.

For multiple Skywork skills, repeat the same `apiKey` field on each skill entry.

### 3. Configure Claude Code

If you are using Claude Code, use one of these lightweight options:

**Option A — shell environment**

Export the API key before running the skill:

```bash
export SKYWORK_API_KEY="your_actual_skywork_api_key_here"
```

To persist it across sessions, add the same line to `~/.zshrc` or `~/.bashrc`, then reload the shell.

**Option B — Claude Code settings**

Add the variable to `~/.claude/settings.json`:

```json
{
  "env": {
    "SKYWORK_API_KEY": "your_actual_skywork_api_key_here"
  }
}
```

Use the method that best matches how you run Claude Code.

### 4. Verify Configuration

```bash
# Check that the environment variable is available
echo "$SKYWORK_API_KEY"
```

For OpenClaw, you can also validate the config file:

```bash
cat ~/.openclaw/openclaw.json | python3 -m json.tool
```

### 5. Restart OpenClaw

```bash
openclaw gateway restart
```

## Troubleshooting

- Ensure `~/.openclaw/openclaw.json` exists and is valid JSON
- Ensure `SKYWORK_API_KEY` is available in Claude Code through your shell or `~/.claude/settings.json`
- Confirm the API key is active and not expired
- Check Skywork account status, membership, or quota if requests fail with auth or benefit errors
- Restart OpenClaw after configuration changes

**Recommended**: Use the setup method that matches your runtime. OpenClaw should use the OpenClaw config file; Claude Code can use either the shell environment or `~/.claude/settings.json`.

skill-card.md

## Description:

Skywork Excel helps agents create and analyze spreadsheets, tables, reports, charts, dashboards, and file conversions through the Skywork Excel backend service.

This skill is ready for commercial/non-commercial use.

## Publisher:

[gxcun17](https://clawhub.ai/user/gxcun17)

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to route spreadsheet, table, report-generation, data-analysis, and file-conversion requests to Skywork Excel, including uploads of Excel, CSV, PDF, and image files.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: User spreadsheets, PDFs, images, CSVs, and prompts are sent to Skywork's backend service.

Mitigation: Install only when this data transfer is acceptable and avoid submitting sensitive files without appropriate approval.

Risk: The skill depends on SKYWORK_API_KEY and evidence security guidance calls out credential handling concerns.

Mitigation: Use a scoped, rotatable key; store it in approved configuration; do not paste or print it in logs or chats.

Risk: Downloaded files and logs are written to the local workspace or temporary directories.

Mitigation: Run the skill in a workspace where generated outputs and logs cannot overwrite important files, and review downloads before use.

Risk: Evidence security marks the release suspicious because of remote file transfer and credential and file-write handling flaws.

Mitigation: Review the skill and scan results before deployment, avoid overriding --base-url, and limit installation to trusted environments.

## Reference(s):

- [Skywork API Key Setup Guide](references/apikey-fetch.md)
- [Skywork website](https://skywork.ai)
- [Skywork Excel ClawHub listing](https://clawhub.ai/gxcun17/skills/skywork-excel)

## Skill Output:

**Output Type(s):** [text, markdown, code, shell commands, configuration, files]

**Output Format:** [Markdown status updates with shell commands, file paths, and downloadable spreadsheet or report outputs.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May produce local files and OSS download URLs after remote processing; tasks can run for several minutes.]

## Skill Version(s):

1.0.8 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/gxcun17/skills/skywork-excel",
      "sourceUrl": "https://clawhub.ai/gxcun17/skills/skywork-excel",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T09:27:08.217Z",
      "isPublic": true
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    {
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      "label": "Adoption signal",
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    {
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  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.8",
      "description": "- Simplified and shortened the skill description and trigger keywords for easier reading. - Clarified prerequisite instructions and API key setup steps. - Streamlined language about capabilities and trigger logic. - No changes to core workflow, polling, or error handling. - Documentation now more concise, focused on usability and key commands.",
      "href": "https://clawhub.ai/gxcun17/skywork-excel",
      "sourceUrl": "https://clawhub.ai/gxcun17/skywork-excel",
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      "isPublic": true
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  ]
}

Record generated Oct 9, 2026.

About

Avoid when

Public facts

Install and run

Documentation

Extracted files

SKILL.md

_meta.json

references/apikey-fetch.md

skill-card.md

Related agents

activepieces

cherry-studio

AionUi

CopilotKit

Machine-readable data