Skill audit report
agent-observability-experiment-analyzer Audit report.
Analyze LLM experiment results. Handles single or comparative experiments, exploratory or Q&A modes. Use when user says "analyze experiment", "compare experiments", "analyze against baseline", or provides one or two experiment IDs for analysis.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
158 GitHub stars
Stars/forks activity
WARN57
158 stars, 25 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN46
command execution surface, credential or environment access
Install availability
PASS92
npx skills add datadog-labs/agent-skills --skill agent-observability-experiment-analyzer
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL22
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-experiment-analyzer
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add datadog-labs/agent-skills --skill agent-observability-experiment-analyzer
Repository
88
https://github.com/datadog-labs/agent-skills/tree/main/agent-observability/agent-observability-experiment-analyzer
License
86
MIT
Maintenance
88
2mo since push
AI review
55
The SKILL.md excerpt does not include the Tool Reference appendix, which is referenced as being at the bottom of the file. Ensure it is present in the full document to avoid missing translation mappings for pup mode.
README/SKILL.md completeness
86
Usable description available
Dependency risk
46
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
22
secrets or environment access, shell or command execution
Stars/forks activity
57
158 stars, 25 forks; issue activity unavailable in current metadata
Adoption
68
158 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- The SKILL.md excerpt does not include the Tool Reference appendix, which is referenced as being at the bottom of the file. Ensure it is present in the full document to avoid missing translation mappings for pup mode.
- The skill depends on external tools (MCP server or pup CLI) that may not be available in all environments. The detection logic handles this gracefully, but the skill could benefit from a note about required setup or permissions.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 158 stars, 25 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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