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orq-ai/orq

v3.2.0MIT

Agent skills for building, deploying, evaluating, and monitoring LLM pipelines on the orq.ai platform.

orq-analyze-traces

Analyze a live agent, deployment, or local agent from its production traces — relay its configuration and terminal states, then build a failure taxonomy by open coding and axial coding, and write it to an error-analysis file other skills read. Use when debugging agent or pipeline quality, when you have traces and no idea where to start, or before building any evaluator — error analysis comes first. Do NOT use when the failure modes are already identified and you need evaluators (use orq-build-evaluator), datasets (use orq-generate-synthetic-dataset), or a fix applied (use orq-improve-agent).

Read SKILL.md at the source

Pinned to revision 495b5ad24c78, so it is the text this page describes rather than whatever the author pushed since.

Pre-approved tools experimental

Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.

  • Read
  • Write
  • Edit
  • Grep
  • Glob
  • Task
  • AskUserQuestion
  • Bash(orq traces list-fields:*)
  • Bash(orq traces list-facets:*)
  • Bash(orq traces list-facet-values:*)
  • Bash(orq traces aggregate:*)
  • Bash(orq traces search:*)
  • Bash(orq traces get-span:*)
  • Bash(orq traces list-spans:*)
  • Bash(orq traces thread:*)
  • Bash(orq reporting query:*)
  • Bash(orq agents retrieve:*)
  • Bash(orq agents get-response:*)
  • Bash(orq deployments get-config:*)
  • Bash(orq tools retrieve:*)
  • Bash(orq knowledge-bases retrieve:*)
  • Bash(orq memory-stores retrieve:*)
  • Bash(orq evals get:*)
  • Bash(orq skills get:*)
  • mcp__orq-workspace__list_traces
  • mcp__orq-workspace__list_spans
  • mcp__orq-workspace__get_span
  • mcp__orq-workspace__get_agent
  • mcp__orq-workspace__get_deployment
  • mcp__orq-workspace__get_analytics_overview
  • mcp__orq-workspace__query_analytics
  • mcp__orq-workspace__search_entities
  • mcp__orq-workspace__search_docs

Files

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