Install payload
Install payload is broadly covered in current results.
75% (3/4)
Source-backed filter active — add entries to compare trust side by side.
4 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.
75% (3/4)
Adoption queue
1/4 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.
agents/agent-observability-sre-agent · 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/livekit-agent-skills · 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/gptcache · trust review · confidence 50%
Decision confidence
1/4 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
agents/agent-observability-sre-agent · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
skills/livekit-agent-skills · 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/gptcache · trust review
Freshness distribution
Median age 41 days; all 4 scanned entries are within 90 days.
Theme distribution
50% of this view shares the top theme. Leading themes: claude-code, observability, sre.
18 distinct themes across 4 scanned
Open-source semantic cache for LLM applications that stores and reuses model responses through embedding similarity to cut API cost and latency, with modular embedding, vector-store, cache-storage, and eviction components.
Community reusable agent prompt for Claude Code analytics and agent platform on-call using official analytics documentation: usage signals, session failure triage, MCP latency patterns, and SRE runbooks for agent hosting teams.
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.
Official LiveKit Agent Skills for AI coding agents building low-latency voice AI, LiveKit Agents workflows, handoffs, mandatory tests, and simulation scenario suites.