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centaur-observability

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.

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原文查看原文说明

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.

paradigmxyz/centaur星标 1,407(GitHub 1,407 + cccskills 0)
集成工具Slack

实测评分 未实测

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适用场景

  • Investigating a stalled workflow or missing post
  • Checking thread and execution evidence
  • Reviewing tool-call or sandbox activity
  • Verifying service health or deployment state
  • Tracing code issues alongside runtime logs

包含的文件(1)

  • SKILL.md2.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Centaur Observability

Investigate runtime evidence before proposing redesigns, simplifications, or config rewiring. Skip this skill if the sandbox prompt says observability access is disabled.

Workflow

  1. Identify the affected surface: thread key, execution id, service, tool, and rough time window.
  2. Read the relevant code paths and workflow status alongside the logs.
  3. Query the narrowest matching evidence below. Run independent queries in parallel.
  4. Report a root cause when established, or bounded hypotheses plus the evidence needed to confirm them. Offer redesign advice only after findings, or when the user asks to skip investigation.

For auth, credential, or proxy failures, use the auth-failure-log-triage skill.

Logs

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

Metrics

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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同一仓库的技能

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.

中文简介正在准备中。当前显示英语简介。

  • Investigate a 401, 403, or 503 response
  • Trace an integration authentication failure
  • Check why a credential or secret is not resolving
paradigmxyz/centaur14072026年10月26日 更新

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免费

Use an authenticated Centaur MCP deployment to find and call team-approved tools. It checks identity when permissions matter, follows the deployment’s current CLI help, and summarizes consequential changes with relevant identifiers or links.

中文简介正在准备中。当前显示英语简介。

  • Finding the right approved Centaur tool
  • Running an unfamiliar Centaur CLI command
  • Checking the signed-in user's permissions
paradigmxyz/centaur14072026年10月26日 更新

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中文简介正在准备中。当前显示英语简介。

  • Grant a Slack channel access to a shared tool credential
  • Create a principal for a Slack channel, user, or workflow
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paradigmxyz/centaur14072026年10月26日 更新

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中文简介正在准备中。当前显示英语简介。

  • Find what was discussed or decided internally
  • Check a project's prior context or current status
  • Search meeting notes and calendar events
paradigmxyz/centaur14072026年10月26日 更新

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中文简介正在准备中。当前显示英语简介。

  • Create a tool for a new external API
  • Build a Python client for a service
  • Add a CLI command for an integration
paradigmxyz/centaur14072026年10月26日 更新

docsend

免费

Retrieve standalone DocSend documents or files in a DocSend Space for inspection, summarization, or download. The workflow handles email verification, passcodes, resumable sessions, and folder traversal, while reporting files that could not be fetched.

中文简介正在准备中。当前显示英语简介。

  • Download a standalone DocSend document
  • Retrieve files from a DocSend Space
  • Resume a document request after email verification
paradigmxyz/centaur14072026年10月26日 更新

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