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 deep-researchergit 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/deep-researcher)<a href="https://agentmods.dev/skills/clawdotnet/openclaw.net/deep-researcher"><img src="https://agentmods.dev/badge/skills/clawdotnet/openclaw.net/deep-researcher.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00023 | $0.00273 |
| Opus 5 | $0.00012 | $0.00137 |
| Sonnet 5 | $0.00005 | $0.00055 |
| Haiku 4.5 | $0.00002 | $0.00027 |
Grade A, and why
deep-researcher 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 7d 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 "research", "deep dive", or investigate a complex topic:
-
Initial Search Phase:
- Use the
web_searchtool to find broad overviews of the topic. - Identify 3-5 high-quality, reputable sources.
- Use the
-
Deep Extraction Phase:
- Use the
web_fetchtool to read the full text of the identified sources. - If documents are PDFs, use the
pdf_readtool to extract their contents. - Take notes using the
memorytool if the context is too large to hold at once.
- Use the
-
Synthesis & Cross-Referencing:
- Compare claims across different sources to verify accuracy.
- Look for consensus, controversies, or primary data.
-
Report Generation:
- Draft a comprehensive report with clear sections (e.g., Executive Summary, Deep Dive, Sources).
- Use markdown formatting, tables, and bullet points to make data digestible.
- Explicitly cite your sources with URLs.
- Use the
write_filetool to save the final report to the workspace if requested, or return it in the chat.
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.
- 7d ago First seen · 27 lines · 23 tokens per session scan A 7117cdf7a1b2
deep-researcher is a skill published in the GitHub repository clawdotnet/openclaw.net (495 stars, last pushed 4d ago), licensed MIT. It adds 23 tokens to every session and 273 once invoked, about $0.0001 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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