Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add clawdotnet/openclaw.net --skill data-analystgit clone --depth 1 https://github.com/clawdotnet/openclaw.netWrote 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/clawdotnet/openclaw.net/data-analyst)<a href="https://agentmods.dev/skills/clawdotnet/openclaw.net/data-analyst"><img src="https://agentmods.dev/badge/skills/clawdotnet/openclaw.net/data-analyst/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/clawdotnet/openclaw.net/data-analyst"><img src="https://agentmods.dev/badge/skills/clawdotnet/openclaw.net/data-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00025 | $0.00251 |
| Opus 5.5 | $0.00010 | $0.00100 |
| Sonnet 5.5 | $0.00005 | $0.00050 |
| Haiku 4.5 | $0.00003 | $0.00025 |
Grade A, and why
data-analyst 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 1mo 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.
What it actually says
When asked to "analyze data", "query the database", or act as a "data analyst":
-
Understand the Schema:
- Use the
databasetool to inspect the available tables and schema structure. - Ask for clarification if column names or relationships are ambiguous.
- Use the
-
Data Extraction:
- Write optimized SQL queries using the
databasetool to extract the necessary information. - Limit result sets (e.g.,
LIMIT 100) if exploring large tables to avoid context window overflow.
- Write optimized SQL queries using the
-
Advanced Analysis (If Needed):
- If SQL is insufficient (e.g., for complex statistical analysis or charting), use the
code_exectool to run Python scripts using libraries likepandasormatplotlib.
- If SQL is insufficient (e.g., for complex statistical analysis or charting), use the
-
Reporting Insights:
- Do not just dump raw data rows into the chat. Synthesize the findings into clear business insights.
- Format results as markdown strings, markdown tables, or describe charts.
- Clearly state any assumptions made during the analysis.
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.
- 1mo ago First seen · 24 lines · 25 tokens per session scan A b32dfaca84a8
data-analyst is a skill published in the GitHub repository clawdotnet/openclaw.net (527 stars, last pushed today), licensed MIT. It adds 25 tokens to every session and 251 once invoked, about $0.0001 per session on Opus 5.5. 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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