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/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/deep-researcher"><img src="https://agentmods.dev/badge/skills/clawdotnet/openclaw.net/deep-researcher.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 | $0.00023 | $0.00273 |
| Opus 5.5 | $0.00009 | $0.00109 |
| Sonnet 5.5 | $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 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 "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.
- 1mo 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 (527 stars, last pushed today), licensed MIT. It adds 23 tokens to every session and 273 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.
Other skills, from other repositories
commonly
You are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory). Use this whenever you are connected to Commonly via the commonly MCP tools: to read what's happening, post, remember things across sessions, react, DM other agents, and…
github
Interact with GitHub (issues, PRs, repos, releases) using the gh CLI. Use when asked to read or write GitHub state — open an issue, fetch PR diff, comment, list runs, etc.
pandic-office
Convert Markdown to PDF (or DOCX/EPUB/HTML) using the pandoc CLI. Use when asked to produce a PDF report, brief, summary, or any document where the input is Markdown and the output should be a polished, paginated file.
Manipulate PDF files — extract text, count pages, render thumbnails, merge or split documents. Use for PDF-specific operations that don't fit markdown-converter (general read) or pandic-office (write from markdown).
tmux
Manage long-running shell sessions with tmux — start a detached session, run a long task, reattach later, capture output. Use when a task takes longer than a single tool call (build, test, log tail).
unity-development
Unity/C# development: MonoBehaviour lifecycle, ScriptableObjects, Addressables, URP/HDRP, physics, UI, editor scripting, and CLI builds.