Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/skyworkai/skywork-skills/skywork-excel)<a href="https://agentmods.dev/skills/skyworkai/skywork-skills/skywork-excel"><img src="https://agentmods.dev/badge/skills/skyworkai/skywork-skills/skywork-excel.svg" alt="Measured on agentmods" height="20"></a>- Socket warn
- Snyk warn
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00802 | $0.02643 |
| Opus 5 | $0.00401 | $0.01321 |
| Sonnet 5 | $0.00160 | $0.00529 |
| Haiku 4.5 | $0.00080 | $0.00264 |
Grade A, and why
Skywork Excel scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 in OpenClaw.
If you don't have an API key yet, please visit: https://skywork.ai
For detailed setup instructions, see: references/apikey-fetch.md
🚫 CRITICAL: Pass Query As-Is, Do NOT Read User Files
- NEVER use the
readtool on user-provided files (Excel, PDF, CSV, images, etc.). Pass file paths via--filesand 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:
- Time info: For time-sensitive queries, prepend current time:
[Current time: 2026-03-14] User request: ... - File paths: Replace absolute paths with filenames only (e.g.,
/Users/xxx/report.xlsx→report.xlsx)
- Time info: For time-sensitive queries, prepend current time:
Workflow
Excel tasks take 5-25 minutes. Run the script in background and poll the log every 60 seconds.
Step 1: Start Task
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) oren-US— match the user's language.--session <id>: For follow-up tasks — see Multi-Turn Sessions.
Step 2: Monitor Progress
Execution pattern (required):
- Run the Step 1 start command in background and note the
EXCEL_LOGpath from the output. - Then execute the Step 2 monitor command separately every 60 seconds (do not use a while loop).
$EXCEL_LOGdoes not persist between exec calls — Step 2 MUST recover the path (see monitor command below).
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 189 lines · 802 tokens per session scan A 260bcada7f28
Skywork Excel is a skill published in the GitHub repository SkyworkAI/Skywork-Skills (202 stars, last pushed 5mo ago), licensed MIT. It adds 802 tokens to every session and 2,643 once invoked, about $0.0040 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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