Deep Research Workflow
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
13 deep research & systematic reviews skills. An agent skill from wentorai/research-plugins.
Install Deep Research Skills
$ npx skills add wentorai/research-plugins --skill deep-research-skills -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins deep-research-skills --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/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research/deep-research .claude/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .claude/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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/wentorai/research-plugins/tree/main/skills/research/deep-researchType 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 wentorai/research-plugins --skill deep-research-skills -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins deep-research-skills --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/research/deep-research .agents/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .agents/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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 wentorai/research-plugins --skill deep-research-skills -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins deep-research-skills --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/research/deep-research .cursor/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .cursor/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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/wentorai/research-plugins.git --path skills/research/deep-research--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 wentorai/research-plugins --skill deep-research-skills -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins deep-research-skills --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/research/deep-research .gemini/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .gemini/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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 wentorai/research-plugins deep-research-skillsInstalls 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 wentorai/research-plugins --skill deep-research-skills -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/research/deep-research .github/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .github/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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 wentorai/research-plugins --skill deep-research-skills -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins deep-research-skills --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/research/deep-research .opencode/skills/deep-research-skills && 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-research-skills" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/research/deep-research into .opencode/skills/deep-research-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-research-skills", 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-research-skills- GitHub stars
- 298
- Used in
- 1 other repo
- Token cost
- ~535 tokens
- SKILL.md length
- 142 words
- Files
- 1
- Skills in repo
- 405
- Repo updated
- First seen
- Licence
- MIT
At a glance
13 deep research & systematic reviews skills. An agent skill from wentorai/research-plugins.
- Tasks that involve Deep research
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Literature review
What it does
Deep Research Skills is an agent skill from wentorai/research-plugins. 13 deep research & systematic reviews skills. Trigger: systematic reviews, multi-source synthesis, comprehensive literature surveys. Design: multi-step research protocols with quality assessment and evidence grading.
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Deep research and Literature review. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
When your agent uses it
- Tasks that involve Deep research
- Tasks that involve Literature review
Example prompts
- “/deep-research-skills”
What it can do on your machine
Read from SKILL.md and the folder at commit bf44b3c. 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 Research Skills loads about 535 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 142 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 wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 142 words, ~535 tokens.
Download SKILL.mdSave it as
.claude/skills/deep-research-skills/SKILL.md (or your agent's skills folder).- name
- deep-research-skills
- description
- 13 deep research & systematic reviews skills. Trigger: systematic reviews, multi-source synthesis, comprehensive literature surveys. Design: multi-step research protocols with quality assessment and evidence grading.
Deep Research & Systematic Reviews — 13 Skills
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| auto-deep-research-guide | Automated deep research tool for thorough topic investigation |
| deep-searcher-guide | Open deep research alternative for private data with vector search |
| gpt-researcher-guide | Autonomous agent for comprehensive deep research on any topic |
| in-depth-research-guide | Structured methodology for conducting exhaustive multi-source investigations |
| khoj-research-guide | AI second brain for deep research and personal knowledge management |
| kosmos-scientist-guide | Claude Code-driven autonomous AI Scientist for discovery |
| llm-scientific-discovery-guide | Survey of LLM agents for biomedical scientific discovery |
| local-deep-research-guide | Deep research agent searching 10+ sources with local or cloud LLMs |
| meta-synthesis-guide | Conduct qualitative meta-synthesis and evidence synthesis methods |
| open-researcher-guide | Open pipeline for generating deep research trajectories with LLMs |
| scoping-review-guide | Scoping review methodology for broad evidence mapping |
| systematic-review-guide | Systematic review methodology with PRISMA and evidence synthesis |
| tongyi-deep-research-guide | Open-source deep research agent by Alibaba for scholarly research |
© wentorai, 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 skills/research/deep-research of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Deep Research Skills 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 Research Skills this skillwentorai/research-plugins | 298 | 1 repos | ~535 | Automated safety check: Pass | MIT | |
| Deep Research WorkflowTokenRhythm/opensquilla | 7.1k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Deep Researchsanjay3290/ai-skills | 432 | 9 repos | ~683 | Automated safety check: Notes | Apache-2.0 | |
| Academic Research PipelineImbad0202/academic-research-skills | 51k | — | ~15k | Automated safety check: Pass | Custom licence | |
| Academic Research Suite for CodexImbad0202/academic-research-skills-codex | 12k | — | ~12k | Automated safety check: Pass | Custom licence | |
| Deep Research Agent TeamImbad0202/academic-research-skills | 51k | — | ~13k | Automated safety check: Pass | Custom licence |
Similar skills
Deep Research
sanjay3290/ai-skills
Execute autonomous multi-step research using Google Gemini Deep Research Agent.
Academic Research Pipeline
Imbad0202/academic-research-skills
Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.
Academic Research Suite for Codex
Imbad0202/academic-research-skills-codex
A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.
Deep Research Agent Team
Imbad0202/academic-research-skills
Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report.
Bmad Deep Recon
delorenj/mcp-server-trello
Decision-grade research, three ways: draft a deep-research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), process a finished research report — file it, distill…
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Related
Categories
Questions about Deep Research Skills
What does Deep Research Skills do?
13 deep research & systematic reviews skills. An agent skill from wentorai/research-plugins. Deep Research Skills is an agent skill from wentorai/research-plugins. 13 deep research & systematic reviews skills.
When should I use Deep Research Skills?
Deep Research Skills fits situations like: tasks that involve Deep research; tasks that involve Literature review.
How do I install Deep Research Skills in Claude Code?
Run `npx skills add wentorai/research-plugins --skill deep-research-skills -a claude-code`. Or copy the skill folder (skills/research/deep-research in wentorai/research-plugins) into .claude/skills/deep-research-skills in your project. Claude Code loads it when a task matches its description.
How do I install Deep Research Skills in Codex?
Run `npx skills add wentorai/research-plugins --skill deep-research-skills -a codex`. Or copy the skill folder (skills/research/deep-research in wentorai/research-plugins) into .agents/skills/deep-research-skills in your project. Codex loads it when a task matches its description.
Can I use Deep Research Skills 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 wentorai/research-plugins --skill deep-research-skills -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-research-skills, .gemini/skills/deep-research-skills, .github/skills/deep-research-skills and .opencode/skills/deep-research-skills in your project.
What does Deep Research Skills need to run?
SKILL.md names no scripts, command-line tools or credentials: Deep Research Skills is instructions for the agent only.
Does Deep Research Skills 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 Research Skills 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 Research Skills use?
Deep Research Skills 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 Research Skills use?
About 535 tokens (SKILL.md is roughly 2.1k 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 Research Skills?
Skills that share tags, products or a category with Deep Research Skills: Deep Research Workflow (TokenRhythm/opensquilla, 7.1k stars), Deep Research (sanjay3290/ai-skills, 432 stars), Academic Research Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Research Suite for Codex (Imbad0202/academic-research-skills-codex, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Deep Research Skills?
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.