analytics-insights Eval
=======================

Status: review
Score: 73/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add indranilbanerjee/digital-marketing-pro --skill analytics-insights

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
- WARN Permission surface: shell or command execution

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.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- Permission surface: shell or command execution
- High-risk permission hints: Shell or command execution
- Financial research output is not financial advice; require human review before any live investment decision
- SKILL.md is relatively short and focuses on a single GA4 feature; the full skill relies on companion files (anomaly-diagnosis.md, clv-analysis.md, etc.) that are not fully visible in the excerpt, but the description and file list indicate a comprehensive module.
- The skill references reading local brand profiles and running python scripts for benchmark book, which are safe but require the agent to have appropriate file access and environment setup.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review

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
- SKILL.md is relatively short and focuses on a single GA4 feature; the full skill relies on companion files (anomaly-diagnosis.md, clv-analysis.md, etc.) that are not fully visible in the excerpt, but the description and file list indicate a comprehensive module.
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Shell or command execution
- Financial research output is not financial advice; require human review before any live investment decision
- The skill references reading local brand profiles and running python scripts for benchmark book, which are safe but require the agent to have appropriate file access and environment setup.
- Financial research output is not financial advice; require human review before any live investment decision.

URLs:
- Skill: https://www.openagentskill.com/skills/indranilbanerjee-analytics-insights
- Audit: https://www.openagentskill.com/skills/indranilbanerjee-analytics-insights/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=indranilbanerjee-analytics-insights