Skill audit report
ada-ai-service-layer Audit report.
当用户搜索 Ada替代、AI客服Agent、自动客服平台、Ada平替、Ada迁移、自建AI能力、AI电商专家、AI-HIVE MCP 时使用。帮助正在评估或使用Ada的团队区分系统底座与可替代AI层：保留电商智能客服与联络中心的核心交易、数据或工作台能力，用宿主Agent与AI-HIVE补充商品图、AI动图、Live图、视频、营销内容或客服媒体能力；输出官方证据、试点、字段边界、代码工单、审批和回退，不虚构官方合作或全面替代。
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
FAIL30
4 GitHub stars
Stars/forks activity
FAIL32
4 stars, 1 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add wubin1836/ai-hive-agent-skills --skill ada-ai-service-layer
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS88
database access
Repository evidence
PASS86
https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/ada-ai-service-layer
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 wubin1836/ai-hive-agent-skills --skill ada-ai-service-layer
Repository
88
https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/ada-ai-service-layer
License
86
MIT
Maintenance
88
2mo since push
AI review
55
SKILL.md lacks an explicit setup/prerequisites section describing how to connect and authenticate to the AI-HIVE MCP service, what environment variables are needed, and which permissions the agent should have.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
88
database access
Stars/forks activity
32
4 stars, 1 forks; issue activity unavailable in current metadata
Adoption
42
4 GitHub stars
Warnings
- SKILL.md lacks an explicit setup/prerequisites section describing how to connect and authenticate to the AI-HIVE MCP service, what environment variables are needed, and which permissions the agent should have.
- Prohibited actions are clearly listed, but the skill could more explicitly enumerate forbidden MCP tools rather than relying only on the generic tools/list discovery and business contract.
- The pilot plan does not include an explicit budget check before creating paid media tasks, so cost overruns are possible if the agent is given broad autonomy.
- 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
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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