MethodologySAFE
🔬 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.
git clone https://github.com/vitorfs/parsifal.git
pip install -r requirements.txt
git clone --depth 1 {repo_url} $WORKSPACE/repos/{name}pip install asreview
Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| 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: methodology-skills description: "13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches." --- # Research Methodology — 13 Skills Select the skill matching the user's need, then `read` its SKILL.md. | Skill | Description | |-------|-------------| | [action-research-guide](./action-research-guide/SKILL.md) | Design and conduct action research and participatory studies | | [claude-scientific-guide](./claude-scientific-guide/SKILL.md) | Ready-to-use agent skills for scientific research and engineering | | [experimental-design-guide](./experimental-design-guide/SKILL.md) | Design rigorous experiments using DOE, factorial designs, and response surfaces | | [grad-school-guide](./grad-school-guide/SKILL.md) | Practical advice for thriving in PhD programs and academic research | | [grounded-theory-guide](./grounded-theory-guide/SKILL.md) | Apply grounded theory methodology to develop theory from data | | [mixed-methods-guide](./mixed-methods-guide/SKILL.md) | Guide to designing and conducting mixed methods research | | [osf-api-guide](./osf-api-guide/SKILL.md) | Access Open Science Framework for preregistrations, preprints, and data | | [parsifal-slr-guide](./parsifal-slr-guide/SKILL.md) | Plan and manage systematic literature reviews with Parsifal platform | | [qualitative-research-guide](./qualitative-research-guide/SKILL.md) | Design and conduct qualitative research using grounded theory and case studies | | [research-paper-kb](./research-paper-kb/SKILL.md) | Build a persistent cross-session knowledge base from academic papers | | [research-town-guide](./research-town-guide/SKILL.md) | Simulate human research communities with multi-agent AI collaboration | | [scientify-idea-generation](./scientify-idea-generation/SKILL.md) | Generate research ideas from collected papers with gap analysis | | [slr-automation-guide](./slr-automation-guide/SKILL.md) | Tools and pipelines for automating systematic literature reviews |
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__methodology.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 Methodology 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 Methodology 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 Methodology 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 Methodology?
Its own instructions reference read. Dependencies are pinned to exact versions.
Which assistants does Methodology work with?
Its documentation mentions 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.