Deep ResearchSAFE
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Overview
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
e1ba289846fdOBSERVED · 2026-10-08Install
Commands as the repository documents them. They are shown, not run.
pip install deepsearcher
git clone https://github.com/zilliztech/deep-searcher.git
pip install -e .
pip install pymilvus[model]
pip install gpt-researcher
git clone https://github.com/assafelovic/gpt-researcher.git
Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| claude-code | mentioned | |
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- 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](./auto-deep-research-guide/SKILL.md) | Automated deep research tool for thorough topic investigation | | [deep-searcher-guide](./deep-searcher-guide/SKILL.md) | Open deep research alternative for private data with vector search | | [gpt-researcher-guide](./gpt-researcher-guide/SKILL.md) | Autonomous agent for comprehensive deep research on any topic | | [in-depth-research-guide](./in-depth-research-guide/SKILL.md) | Structured methodology for conducting exhaustive multi-source investigations | | [khoj-research-guide](./khoj-research-guide/SKILL.md) | AI second brain for deep research and personal knowledge management | | [kosmos-scientist-guide](./kosmos-scientist-guide/SKILL.md) | Claude Code-driven autonomous AI Scientist for discovery | | [llm-scientific-discovery-guide](./llm-scientific-discovery-guide/SKILL.md) | Survey of LLM agents for biomedical scientific discovery | | [local-deep-research-guide](./local-deep-research-guide/SKILL.md) | Deep research agent searching 10+ sources with local or cloud LLMs | | [meta-synthesis-guide](./meta-synthesis-guide/SKILL.md) | Conduct qualitative meta-synthesis and evidence synthesis methods | | [open-researcher-guide](./open-researcher-guide/SKILL.md) | Open pipeline for generating deep research trajectories with LLMs | | [scoping-review-guide](./scoping-review-guide/SKILL.md) | Scoping review methodology for broad evidence mapping | | [systematic-review-guide](./systematic-review-guide/SKILL.md) | Systematic review methodology with PRISMA and evidence synthesis | | [tongyi-deep-research-guide](./tongyi-deep-research-guide/SKILL.md) | Open-source deep research agent by Alibaba for scholarly research |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__deep-research.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | e1ba289846fd | SAFE | B | 89 | first audit |
Questions
What does the Deep Research skill do?
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Is Deep Research safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Deep Research access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
What do I need installed to use Deep Research?
Its own instructions reference read. Dependencies are pinned to exact versions.
Which assistants does Deep Research work with?
Its documentation mentions claude-code and openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.