Skill audit report
Investigate distributed traces and spans in OpenSearch. Use this skill when the user wants to analyze traces, investigate slow spans, find error spans, track agent invocations, measure token usage, reconstruct trace trees, query service maps, or debug distributed systems through trace data. Activate even if the user says traceId, spanId, OpenTelemetry, OTel, distributed tracing, latency, span duration, service map, or trace investigation without mentioning OpenSearch.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
52 GitHub stars
Stars/forks activity
WARN53
52 stars, 52 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
15d since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN56
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add opensearch-project/opensearch-agent-skills --skill trace-analytics
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL18
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/opensearch-project/opensearch-agent-skills/tree/main/skills/opensearch-skills/observability/trace-analytics
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add opensearch-project/opensearch-agent-skills --skill trace-analytics
Repository
88
https://github.com/opensearch-project/opensearch-agent-skills/tree/main/skills/opensearch-skills/observability/trace-analytics
License
86
Apache-2.0
Maintenance
100
15d since push
AI review
55
PPL query templates embed user-supplied values such as <TRACE_ID> directly into query strings; a malicious trace ID or field value could inject additional PPL clauses if not escaped or validated.
README/SKILL.md completeness
86
Usable description available
Dependency risk
56
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
18
secrets or environment access, shell or command execution
Stars/forks activity
53
52 stars, 52 forks; issue activity unavailable in current metadata
Adoption
68
52 GitHub stars
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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