Investigate Centaur incidents using VictoriaLogs for runtime logs and VictoriaMetrics for deployment and health metrics. The skill correlates a narrow time window with relevant code and workflow status, then reports a supported cause or bounded hypotheses and the evidence still needed.
Investigate Centaur runtime behavior with VictoriaLogs (`vlogs`) and VictoriaMetrics (`vmetrics`). Use when a user reports something broken or stalled, a workflow, alert, or channel post never populated, asks to check code for issues, or needs thread, execution, sandbox, tool-call, service-health, or deploy evidence.
Run score Not tested
See how to installReview the instructions the agent will receive before you install.
Investigate runtime evidence before proposing redesigns, simplifications, or config rewiring. Skip this skill if the sandbox prompt says observability access is disabled.
For auth, credential, or proxy failures, use the auth-failure-log-triage skill.
centaur-tools call vlogs errors '{"start":"1h"}'
centaur-tools call vlogs errors '{"service":"api","start":"6h"}'
centaur-tools call vlogs thread_logs '{"thread_key":"slack:T1:C1:1234","start":"24h"}'
centaur-tools call vlogs thread_trace '{"thread_key":"slack:T1:C1:1234"}'
centaur-tools call vlogs execution_timeline '{"execution_id":"exe_123"}'
centaur-tools call vlogs slow_requests '{"threshold_ms":3000}'
centaur-tools call vlogs tool_calls '{"tool_name":"websearch","start":"24h"}'
centaur-tools call vlogs tool_analytics '{"start":"7d"}'
centaur-tools call vlogs service_health '{"start":"1h"}'
centaur-tools call vlogs sandbox_activity '{"start":"1h"}'
vlogs query 'level:error AND event:tool_call_completed' --limit 20
centaur-tools call vmetrics query '{"expr":"centaur_deployment_info"}' # component, version, git_sha, image
centaur-tools call vmetrics query '{"expr":"centaur_last_deploy_timestamp_seconds"}' # last deploy per component
centaur-tools call vmetrics query '{"expr":"centaur_overlay_revision_info"}' # deployed overlay revisions
centaur-tools call vmetrics query '{"expr":"centaur_overlay_revision_scrape_success"}' # overlay scrape health
Run vlogs --help or vmetrics --help for other commands. If a query fails or returns nothing, say so; do not substitute repo files, values files, or memory for live state.
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Investigate authentication, permission, credential, OAuth, token, secret, and API proxy failures by checking live VictoriaLogs evidence first. Summarize relevant status codes and error details, and distinguish upstream denials from local proxy or secret resolution problems.
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