NotebookLM Research Assistant
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.
MITAuto-check passed
Install Deep Researcher
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clawdotnet/openclaw.net deep-researcher --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .claude/skills/deep-researcher && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .claude/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcherType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clawdotnet/openclaw.net deep-researcher --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .agents/skills/deep-researcher && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .agents/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clawdotnet/openclaw.net deep-researcher --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .cursor/skills/deep-researcher && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .cursor/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/clawdotnet/openclaw.net.git --path src/OpenClaw.Gateway/skills/deep-researcher--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clawdotnet/openclaw.net deep-researcher --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .gemini/skills/deep-researcher && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .gemini/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install clawdotnet/openclaw.net deep-researcherInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .github/skills/deep-researcher && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .github/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add clawdotnet/openclaw.net --skill deep-researcher -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install clawdotnet/openclaw.net deep-researcher --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/deep-researcher .opencode/skills/deep-researcher && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "deep-researcher" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/deep-researcher into .opencode/skills/deep-researcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-researcher", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
deep-researcher- GitHub stars
- 520
- Token cost
- ~300 tokens
- SKILL.md length
- 147 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.
- Works in 4 steps: Initial Search Phase → Deep Extraction Phase → Synthesis & Cross-Referencing → …
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Deep Researcher is an agent skill from clawdotnet/openclaw.net. Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly). The licence is MIT.
Example prompts
- “Use the deep-researcher skill to conduct comprehensive web research, synthesizes data from multiple sources, and produces detailed reports”
- “/deep-researcher”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Initial Search Phase
- Deep Extraction Phase
- Synthesis & Cross-Referencing
- Report Generation
What it can do on your machine
Read from SKILL.md and the folder at commit 2344435. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Deep Researcher loads about 300 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 147 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from clawdotnet/openclaw.net at commit 2344435, republished under its MIT licence (© clawdotnet). 147 words, ~300 tokens.
Download SKILL.mdSave it as
.claude/skills/deep-researcher/SKILL.md (or your agent's skills folder).- name
- deep-researcher
- description
- Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.
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.
© clawdotnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in src/OpenClaw.Gateway/skills/deep-researcher of clawdotnet/openclaw.net.
Open the folder on GitHubat commit 2344435
Compare with similar skills
Deep Researcher next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Deep Researcher this skillclawdotnet/openclaw.net | 520 | — | ~300 | Automated safety check: Pass | MIT | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Agent ReachPanniantong/Agent-Reach | 94k | — | ~1.4k | Automated safety check: Pass | MIT |
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Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
Tavily Web Search
allenpeng0705/EnvoyMesh
Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.
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Questions about Deep Researcher
What does Deep Researcher do?
Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports. net. Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.
How do I install Deep Researcher in Claude Code?
Run `npx skills add clawdotnet/openclaw.net --skill deep-researcher -a claude-code`. Or copy the skill folder (src/OpenClaw.Gateway/skills/deep-researcher in clawdotnet/openclaw.net) into .claude/skills/deep-researcher in your project. Claude Code loads it when a task matches its description.
How do I install Deep Researcher in Codex?
Run `npx skills add clawdotnet/openclaw.net --skill deep-researcher -a codex`. Or copy the skill folder (src/OpenClaw.Gateway/skills/deep-researcher in clawdotnet/openclaw.net) into .agents/skills/deep-researcher in your project. Codex loads it when a task matches its description.
Can I use Deep Researcher in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add clawdotnet/openclaw.net --skill deep-researcher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deep-researcher, .gemini/skills/deep-researcher, .github/skills/deep-researcher and .opencode/skills/deep-researcher in your project.
What does Deep Researcher need to run?
SKILL.md names no scripts, command-line tools or credentials: Deep Researcher is instructions for the agent only.
Does Deep Researcher access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Deep Researcher safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Deep Researcher use?
Deep Researcher is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Deep Researcher use?
About 300 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Deep Researcher?
Skills that share tags, products or a category with Deep Researcher: NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars), Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars) and Nature Paper Card (Yuan1z0825/nature-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Deep Researcher?
clawdotnet (a GitHub organization) maintains it in clawdotnet/openclaw.net, which has 520 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 9, 2026.
Source: clawdotnet/openclaw.net on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.