protocolsio-integration
Verdict safe, but 3 findings (2 medium, 1 low), mainly unauthorized tool use, data exfiltration. Most recent scan 2026-10-21.
Second scanner: NVIDIA SkillSpector
The two scanners disagree: Cisco found nothing and SkillSpector says do not install. One of them has a blind spot here; read the skill before trusting either. How the two scanners compare across the whole corpus: Two scanners, one corpus.
What this skill does
Reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans. The bundled client makes bounded official-host GET requests only with explicit --execute. Use only for tasks explicitly targeting protocols.io or an exact protocols.io protocol version.
- Package
- 15 files, 151 KB
- SKILL.md
- 1587 words, 12+ sections
- Code
- Python (7)
- Allowed tools
ReadWritePython- License
- MIT
- Compatibility
- Bundled CLIs require Python 3.11+ and use only the standard library. Offline validation and planning need no credentials or network. REST reads require HTTPS access to official protocols.io hosts and usually a named bearer token; network access is disabled unless --execute is supplied. The scripts never load .env files or execute mutations.
SKILL.md covers: protocols.io Integration · Operating Contract · Current API Map · Authentication and Access · Safe Read Workflow · Pagination · Offline Protocol Validation · Mutation and Upload Workflow · Errors and Rate Limits · Official Integrations · References · Citing Scientific Agent Skills
Findings
MEDIUM Code makes network requests Unauthorized Tool Usestatic
Skill code makes network requests. While not controlled by allowed-tools, network access should be documented and justified in the skill description.
SKILL.md
MEDIUM Outbound network request primitives that can transmit data externally Data Exfiltrationstatic
Pattern detected: urllib.request.Request(
scripts/_common.py:557
request = urllib.request.Request(LOW Code uses search/grep patterns but Grep tool not in allowed-tools Unauthorized Tool Usestatic
Skill restricts tools to ['Read', 'Write', 'Python'] but code uses regex search patterns
SKILL.md
What is in the package
| File | Kind | Size |
|---|---|---|
SKILL.md | doc | 13 KB |
assets/protocol-snapshot.schema.json | config | 4.2 KB |
references/additional_features.md | doc | 9.8 KB |
references/authentication.md | doc | 6.4 KB |
references/discussions.md | doc | 6.4 KB |
references/file_manager.md | doc | 10 KB |
references/protocols_api.md | doc | 11 KB |
references/workspaces.md | doc | 8.1 KB |
scripts/__init__.py | script | 76 B |
scripts/_common.py | script | 20 KB |
scripts/pagination_helper.py | script | 7.5 KB |
scripts/plan_write_request.py | script | 23 KB |
scripts/protocols_read.py | script | 16 KB |
scripts/validate_auth_config.py | script | 3.4 KB |
scripts/validate_protocol_json.py | script | 12 KB |
External hosts referenced
www.protocols.io apidoc.protocols.io arxiv.org protocols.io tenant.protocols.io doi.org export.arxiv.org json-schema.org
Hostnames that appear in the skill's files. Referencing a host is not a finding; compare against the findings above and the skill's stated purpose.
Environment variables referenced
PROTOCOLS_IO_ACCESS_TOKEN
Package contents recorded 2026-10-22 at commit 593377bb0487. The scan above ran against the version current at scan time; the two can differ if the skill has since been updated.
What we checked
- Static analyzer. Pattern rules over SKILL.md and bundled files: known-bad commands, exfiltration URLs, secrets, obfuscation.
- Bytecode analyzer.
- Pipeline analyzer.
- Correlation analyzer.
- Behavioral analyzer. Checks what the skill asks the agent to do against what its description claims it does.
- Trigger analyzer. Looks for instructions that fire on conditions the user did not ask for.
What we did not check
- Runtime behaviour. The skill was not executed; findings come from reading its files.
- Anything fetched at install or run time, including remote scripts, package dependencies, and URLs the skill tells the agent to open.
- Content the analyzers cannot read: images, binaries, and some non-English text.
- Known scanner bypass classes. See the methodology and limitations page.
Sources
- Repository: https://github.com/K-Dense-AI/scientific-agent-skills
- Raw scan result: skills-protocolsio-integration-scan.json
- Badge for your README:
 - Request a re-scan