cellxgene-census Eval
=====================

Status: failed
Score: 77/100
Risk: high
Decision: do_not_auto_install
Policy: block
Reason: Permission surface: shell or command execution, network or browser access

Install:
npx skills add K-Dense-AI/scientific-agent-skills --skill cellxgene-census

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Good trust signals with a few areas worth checking before rollout.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: MIT
- FAIL Permission surface: shell or command execution, network or browser access

Warnings:
- Trust score: Good trust signals with a few areas worth checking before rollout.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The skill declares Bash, Write, and Edit permissions even though the core workflow is read-only querying of public Census data; this broadens the agent attack surface more than necessary.
- The SKILL.md excerpt does not include an explicit safe-handling note that values from public datasets should be treated as untrusted data, especially when used in dynamically constructed filters or displayed to users.
- The excerpt is truncated, so completeness of setup, limitations, and error-handling documentation could not be fully verified from SKILL.md alone; references are present and appear substantive.
- Permission surface needs review: shell or command execution, network or browser access
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, network or browser access

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- The skill declares Bash, Write, and Edit permissions even though the core workflow is read-only querying of public Census data; this broadens the agent attack surface more than necessary.
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The SKILL.md excerpt does not include an explicit safe-handling note that values from public datasets should be treated as untrusted data, especially when used in dynamically constructed filters or displayed to users.
- The excerpt is truncated, so completeness of setup, limitations, and error-handling documentation could not be fully verified from SKILL.md alone; references are present and appear substantive.

URLs:
- Skill: https://www.openagentskill.com/skills/k-dense-ai-cellxgene-census
- Audit: https://www.openagentskill.com/skills/k-dense-ai-cellxgene-census/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=k-dense-ai-cellxgene-census