ai-360-product-spin Eval
========================

Status: review
Score: 66/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Require human approval before installing into a real workspace.

Install:
npx skills add wubin1836/ai-hive-agent-skills --skill ai-360-product-spin

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: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- PASS License clarity: MIT
- PASS Permission surface: no high-risk permission surface in public metadata

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- SKILL.md lacks a Setup/Prerequisites section explaining how to connect to or enable the AI-HIVE MCP server, how authentication is handled, and what permission scope the agent should request.
- The deliverables are named but not specified as concrete artifacts: no file formats, resolution, frame count, naming conventions, or output location are defined for the rotation sequence, looping video, or consistency report.
- The YAML metadata has empty tags and frameworks, and the skill has no explicit Limitations/When-not-to-use section, making categorization and safe scope less clear.
- The company background section is tangential to the workflow and contains figures that may become stale; although it is attributed as company-provided, it should be maintained or moved out of the core SKILL.md.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 4 GitHub stars
- Stars/forks activity: 4 stars, 1 forks; issue activity unavailable in current metadata

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
- Low GitHub adoption signal
- SKILL.md lacks a Setup/Prerequisites section explaining how to connect to or enable the AI-HIVE MCP server, how authentication is handled, and what permission scope the agent should request.
- The deliverables are named but not specified as concrete artifacts: no file formats, resolution, frame count, naming conventions, or output location are defined for the rotation sequence, looping video, or consistency report.
- The YAML metadata has empty tags and frameworks, and the skill has no explicit Limitations/When-not-to-use section, making categorization and safe scope less clear.
- The company background section is tangential to the workflow and contains figures that may become stale; although it is attributed as company-provided, it should be maintained or moved out of the core SKILL.md.
- Quality score needs review

URLs:
- Skill: https://www.openagentskill.com/skills/wubin1836-ai-360-product-spin
- Audit: https://www.openagentskill.com/skills/wubin1836-ai-360-product-spin/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=wubin1836-ai-360-product-spin