Atlas / Skills / brycewang-stanford / Fulltext

FulltextBLOCK

skills/brycewang-stanford/fulltext

🔬 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.

Verdict
BLOCK
Grade
D
Trust score
69 /100
Version
—
Hosts
2 documented
License
NOASSERTION
Stars
4,535
01

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.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
openclawmentioned
03

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: fulltext-skills
description: "16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining. Design: legal full-text retrieval from open repositories, archives, and preprint servers."
---

# Full-Text Access — 16 Skills

Select the skill matching the user's need, then `read` its SKILL.md.

| Skill | Description |
|-------|-------------|
| [arxiv-latex-source](./arxiv-latex-source/SKILL.md) | Download and parse LaTeX source files from arXiv preprints |
| [bioc-pmc-api](./bioc-pmc-api/SKILL.md) | Access PMC Open Access articles in BioC format for text mining |
| [core-api-guide](./core-api-guide/SKILL.md) | Search and retrieve open access research papers via CORE aggregator |
| [dataverse-api](./dataverse-api/SKILL.md) | Deposit and discover research datasets via Harvard Dataverse API |
| [doaj-api](./doaj-api/SKILL.md) | Search open access journals and articles in the DOAJ directory |
| [hal-archive-api](./hal-archive-api/SKILL.md) | Access French and European research via the HAL open archive API |
| [institutional-repository-guide](./institutional-repository-guide/SKILL.md) | Access papers from institutional and subject repositories at scale |
| [interlibrary-loan-guide](./interlibrary-loan-guide/SKILL.md) | Access papers through interlibrary loan and document delivery services |
| [open-access-guide](./open-access-guide/SKILL.md) | Navigate open access policies, repositories, and legal full-text retrieval me... |
| [open-access-mining-guide](./open-access-mining-guide/SKILL.md) | Mine open access full-text repositories for research data extraction |
| [osf-api](./osf-api/SKILL.md) | Manage open science projects and preprints via the OSF REST API |
| [pmc-ftp-bulk-download](./pmc-ftp-bulk-download/SKILL.md) | Bulk download PMC Open Access articles via FTP for large-scale mining |
| [pmc-oai-api](./pmc-oai-api/SKILL.md) | PubMed Central OAI-PMH metadata harvesting |
| [preprint-servers-guide](./preprint-servers-guide/SKILL.md) | Guide to preprint servers across scientific disciplines |
| [unpaywall-api](./unpaywall-api/SKILL.md) | Find free legal full-text versions of scholarly articles via Unpaywall |
| [zotero-ai-butler-guide](./zotero-ai-butler-guide/SKILL.md) | AI-powered paper summarization plugin for Zotero |
04

Trust audit

BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

CRITICALPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
doaj-api/SKILL.md:25
No authentication required. The DOAJ API is fully open and free to use. No API key, registration, or email is needed. There are no published rate limits, but users should be respectful and avoid sendi
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: critical_finding, no_behavioural_pass, undeclared_transfer.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__fulltext.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdBLOCKD69first audit
06

Questions

What does the Fulltext 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 Fulltext safe to install?

No — not without reading the findings first. The audit graded it D (69/100) and found 1 critical or high issue in the source. Each one is listed on this page with the file and line it is on.

What can Fulltext 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 Fulltext?

Its own instructions reference read. Dependencies are pinned to exact versions.

Which assistants does Fulltext work with?

Its documentation mentions cursor 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.

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