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CE DataScience plugin for Claude Code, Codex, and Pi — agentic workflows for computational science, statistical review, and reporting compliance
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
6 critical findings reported by cisco-skill-scanner, 0 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 2 sources and their verdicts differ. The worst is github (Flagged). Installing from a cleaner source does not mean the others are safe — check the source you actually install from.
github: https://github.com/sajor2000/ce-datascience, 909 findings
Claude Skills install to a single target, no runtime picker.
nerlo install -- ce-datascience-plugin
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- ce-datascience-plugin ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
6 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
40 findings · 1.0s
v2.0.11
652 findings · 36.8s
v0.3.74
48 findings · 14.9s
v0.1.0
7 findings · 7.9s
v0.1.0
11 findings · 7.9s
v0.1.0
0 findings · 14.6s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 20, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: complete | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 758 findings across every scanner that examined this package. 6 of 6 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 147 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
394 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: COMMAND_INJECTION_JS_CHILD_PROCESS, DATA_EXFIL_JS_FS_ACCESS, SOCIAL_ENG_VAGUE_DESCRIPTION and 2 more · Files: /repo/tests/frontmatter-validator.test.ts, /repo/tests/legacy-registry-coverage.test.ts, /repo/tests/sap-tabular-workbook.test.ts and 51 more · reported by cisco-skill-scanner
12 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: LOW_ANALYZABILITY, opt.nerlo-rules.nerlo-install-pipe-to-shell, AAK-HEALTHCARE-AI-004 and 3 more · Files: /repo/website, /repo/docs/setup.md, docs/setup.md and 5 more · reported by cisco-skill-scanner, nerlo-install-instruction, agent-audit-kit
8 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-003, FILE_MAGIC_MISMATCH, TOOL_ABUSE_UNDECLARED_NETWORK and 1 more · Files: AGENTS.md, /repo/CLAUDE.md, /repo/plugins/ce-datascience/CLAUDE.md and 3 more · reported by agent-audit-kit, cisco-skill-scanner
6 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001, HIDDEN_DATA_FILE · Files: .github/workflows/ci.yml, .github/workflows/release-preview.yml, .github/workflows/release-pr.yml and 1 more · reported by agent-audit-kit, cisco-skill-scanner
The model could have called any of these a false positive and did not.
139 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/ce-datascience/skills/ce-code-review/SKILL.md, /repo/plugins/ce-datascience/skills/ce-notebook-edit/SKILL.md, /repo/plugins/ce-datascience/skills/ce-genome-build/SKILL.md and 136 more · reported by cisco-skill-scanner
14 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/scripts/evals/digest.ts, /repo/scripts/evals/lib.ts, /repo/src/targets/codex.ts and 2 more · reported by cisco-skill-scanner
8 HIDDEN_DATA_FILE
Files: /repo/plugins/ce-datascience/.codex-plugin/plugin.json, /repo/plugins/coding-tutor/.codex-plugin/plugin.json, /repo/.agents/plugins/marketplace.json and 3 more · reported by cisco-skill-scanner
7 opt.nerlo-rules.nerlo-clipboard-read-exfiltration
Files: /repo/src/parsers/claude.ts, /repo/src/targets/managed-artifacts.ts, /repo/src/targets/pi.ts and 1 more · reported by nerlo-behavioral
6 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/plugins/ce-datascience/skills/ce-release-notes/scripts/list-plugin-releases.py · reported by cisco-skill-scanner
147 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: opt.nerlo-rules.nerlo-install-pipe-to-shell, agents-no-tools-plugins/ce-datascience/agents/ce-slack-researcher.md, agents-prompt-extraction-7638 and 45 more · Files: /repo/README.md, plugins/ce-datascience/agents/ce-slack-researcher.md, plugins/ce-datascience/agents/ce-web-researcher.md and 122 more · reported by nerlo-install-instruction, agentshield, agent-audit-kit and 1 more
Artifact has critical code execution and data exposure risks.
The artifact contains critical findings in Python scripts that may handle sensitive data or configurations. High severity findings indicate capabilities for JavaScript file system access, clipboard data exfiltration, and shell execution during installation. Additionally, the artifact includes agent definitions with potential for prompt data extraction and encoded payloads.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
4 FILE_MAGIC_MISMATCH
Files: /repo/plugins/ce-datascience/skills/ce-prereg/references/templates/osf-standard.md · reported by cisco-skill-scanner
3 AAK-MARKETPLACE-001
Files: .cursor-plugin/marketplace.json, .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
2 AAK-LEGAL-002
Files: package.json, website/package.json · reported by agent-audit-kit
2 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/plugins/ce-datascience/. · reported by cisco-skill-scanner
2 MANIFEST_INVALID_NAME
Files: /repo/.cursor-plugin/SKILL.md, /repo/.claude-plugin/SKILL.md · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/ce-datascience/skills/ce-optimize/scripts/measure.sh · reported by nerlo-install-instruction
1 COMPOUND_EXTRACT_EXECUTE
Files: /repo/scripts/package/corporate-artifacts.sh · reported by cisco-skill-scanner
1 LOW_ANALYZABILITY
Files: /repo · reported by cisco-skill-scanner
Showing 8 of 8; the rest are in the per-scanner reports above.