Skill audit report
Guides day-to-day operation of vector databases — index configuration, sharding/replication for scale and availability, and upsert/query performance tuning — with concrete equivalents across Pinecone, Weaviate, and Milvus. Use when a user asks to "configure a vector index," "scale our vector DB for more vectors/QPS," "tune HNSW parameters," "set up sharding or replication for Pinecone/Weaviate/Milvus," "our vector queries got slow," or "upserts are timing out/backing up."
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
38 GitHub stars
Stars/forks activity
WARN48
38 stars, 18 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN56
command execution surface, network or browser surface
Install availability
PASS92
npx skills add selvarajmurugesan90/ops-engineering-skills --skill vector-database-operations-pinecone-weaviate-milvus
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN50
shell or command execution, network or browser access
Repository evidence
PASS86
https://github.com/selvarajmurugesan90/ops-engineering-skills/tree/main/plugins/ai-agent/skills/vector-database-operations-pinecone-weaviate-milvus
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add selvarajmurugesan90/ops-engineering-skills --skill vector-database-operations-pinecone-weaviate-milvus
Repository
88
https://github.com/selvarajmurugesan90/ops-engineering-skills/tree/main/plugins/ai-agent/skills/vector-database-operations-pinecone-weaviate-milvus
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Warnings
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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Usable description available
Dependency risk
56
command execution surface, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
50
shell or command execution, network or browser access
Stars/forks activity
48
38 stars, 18 forks; issue activity unavailable in current metadata
Adoption
42
38 GitHub stars
Financial decision safety
20
Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.