Install payload
Install payload is broadly covered in current results.
86% (6/7)
Source-backed filter active — add entries to compare trust side by side.
7 results in this view
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is broadly covered in current results.
86% (6/7)
Most at-risk entries in this view
Adoption queue
1/7 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/claude-agent-sdk-opentelemetry-observability-capability-pack · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/claude-code-analytics-adoption-capability-pack · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/koog · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/microsoft-agent-framework · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/opentelemetry-mcp-server · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/opentelemetry-trace-analysis-agent · trust review · confidence 67%
2 blockers: Metadata review, Install payload
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/laminar · trust review · confidence 50%
Decision confidence
1/7 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
skills/claude-agent-sdk-opentelemetry-observability-capability-pack · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
skills/claude-code-analytics-adoption-capability-pack · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/koog · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
tools/microsoft-agent-framework · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/opentelemetry-mcp-server · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
agents/opentelemetry-trace-analysis-agent · trust review
Hold adoption until Metadata review, Package integrity are resolved.
36/100
tools/laminar · trust review
Freshness distribution
Median age 40 days; all 7 scanned entries are within 90 days.
Theme distribution
71% of this view shares the top theme. Leading themes: opentelemetry, observability, agents.
33 distinct themes across 7 scanned
Analyze distributed traces and LLM observability data from Claude — search traces and spans, find errors, list services, analyze LLM token usage, identify slow LLM operations, and discover AI model usage patterns — with the OpenTelemetry MCP server supporting Jaeger, Grafana Tempo, and Traceloop backends.
Community reusable agent prompt for analyzing OpenTelemetry traces from agent hosts using official trace signal documentation: span hierarchy review, latency attribution, error propagation, and privacy-safe instrumentation recommendations.
JetBrains incubator Kotlin and JVM agent framework for building predictable, fault-tolerant AI agents with graph workflows, tools, MCP integration, memory, streaming, OpenTelemetry, Spring/Ktor integrations, and multiple LLM providers.
Expert capability pack for Agent SDK OpenTelemetry export using CLAUDE_CODE_ENABLE_TELEMETRY, OTLP exporters, and monitoring-usage reference variables documented for Claude Code CLI subprocesses.
Open-source observability platform purpose-built for AI agents, with OpenTelemetry-native tracing, plain-English signals, an evals SDK and CLI, SQL dashboards, dataset annotation, and MCP/CLI access, self-hostable with Apache-2.0 SDKs for Python and TypeScript.
Expert Claude Code analytics adoption capability pack for enabling team and enterprise dashboards, GitHub contribution metrics, adoption tracking, ROI reporting, and OpenTelemetry complements with source-backed rollout steps.
Microsoft framework for building, orchestrating, and deploying production AI agents and multi-agent workflows across Python and .NET, with workflows, middleware, OpenTelemetry, Foundry hosting, A2A, MCP, and Semantic Kernel migration support.