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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-improve-agent

Improve an underperforming orq agent, deployment, or local agent — rewrite its instructions against a structured prompting framework, or move a configuration knob, grounded in the error-analysis file orq-analyze-traces writes. Use when a prompt needs improvement, when a config knob is wrong (truncated answers, iteration caps, sampling), or when you have a failure taxonomy and want the fix applied. Do NOT use to re-architect a pipeline (use orq-build-agent), to align a judge that already exists (use orq-evaluator-alignment), or to build the failure taxonomy in the first place (use orq-analyze-traces).

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 agents update:*)
  • 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__search_entities
  • mcp__orq-workspace__get_agent
  • mcp__orq-workspace__get_span
  • mcp__orq-workspace__get_deployment
  • mcp__orq-workspace__list_traces
  • mcp__orq-workspace__search_docs

Files

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