orq-ai

26 mods across 1 repository, 6 stars between them.

orq

02

orq-ai/assistant-plugins

Plugin Claude Code

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

6 5d ago A tokens not measured original MIT

orq-ai/assistant-plugins

Instructions file

Instructions for orq-ai/assistant-plugins, covering orq-skills — maintainer notes, versioning, when to bump, how to bump and plugin manifest rules.

6 5d ago A 2,554 tokens original MIT

orq-assistant

04

orq-ai/assistant-plugins

Agent

orq.ai workspace assistant — routes to skills and commands for building, evaluating, and monitoring LLM pipelines.

6 5d ago A 26 tokens original MIT

analytics

05

orq-ai/assistant-plugins

Command

Show workspace analytics — requests, cost, tokens, errors, top models, and drill-down trends.

6 5d ago A 21 tokens original MIT

orq-manage-skills

07

orq-ai/assistant-plugins

Command

Manage orq.ai Skills — list, get, create, update, retire (tag as retired), or delete Skills (the platform entity, formerly Snippets) and find the prompts/agents that reference them.

6 5d ago A 48 tokens original MIT

quickstart

08

orq-ai/assistant-plugins

Command

Interactive onboarding guide — set up credentials, connect to orq.ai, and learn every command and skill.

6 5d ago A 23 tokens original MIT

traces

09

orq-ai/assistant-plugins

Command

Query and summarize traces with filters — debugging entry point before orq-analyze-trace-failures.

6 5d ago A 23 tokens original MIT

workspace

10

orq-ai/assistant-plugins

Command

Show a workspace overview — agents, deployments, prompts, datasets, experiments, projects, and knowledge bases.

6 5d ago A 22 tokens original MIT

orq-trace

11

orq-ai/assistant-plugins

Plugin Claude Code

Automatically trace Claude Code sessions to Orq. Captures sessions, turns, tool calls, and LLM responses as hierarchical OTLP spans.

6 5d ago A tokens not measured original MIT

evaluatorq

12

orq-ai/assistant-plugins

Skill Claude CodeCodex

Write and run evaluatorq evaluation scripts (Python or TypeScript) for a single agent or deployment — custom scorers, built-in evaluators, and dataset-driven evaluation. For CLI workflows, use the companion skills: orq-red-team for eq redteam adversarial testing and orq-simulate-agent for eq sim multi-turn user…

6 5d ago A 117 tokens original MIT

orq-ai/assistant-plugins

Skill Claude CodeCodex

Read production traces, identify what's failing, and build failure taxonomies using open coding and axial coding methodology. Use when debugging agent or pipeline quality, investigating "why are my outputs bad?", or before building any evaluator — error analysis must come first. Do NOT use when you already have…

6 5d ago A 94 tokens original MIT

orq-build-agent

14

orq-ai/assistant-plugins

Skill Claude CodeCodex

Design, create, and configure orq.ai Agents with tools, instructions, knowledge bases, and memory stores. Use when building new agents, attaching KBs or memory, writing system instructions, selecting models, or setting up RAG pipelines. Do NOT use for debugging existing agents (use orq-analyze-trace-failures) or…

6 5d ago A 86 tokens original MIT

orq-build-evaluator

15

orq-ai/assistant-plugins

Skill Claude CodeCodex

Create validated LLM-as-a-Judge evaluators following best practices — binary Pass/Fail judges with TPR/TNR validation for measuring specific failure modes. Use when you need to automate quality checks, build guardrails, or measure a specific failure mode identified during trace analysis. Do NOT use when failures are…

6 5d ago A 100 tokens original MIT

orq-cli

16

orq-ai/assistant-plugins

Skill Claude CodeCodex

Drive the orq command-line interface — check the install, authenticate, select a workspace, and run read and write commands against any orq.ai resource (traces, agents, deployments, evals, prompts, datasets, projects, skills). Use when a task needs shell access to orq.ai, when a script or CI job must read workspace…

6 5d ago C 125 tokens original MIT

orq-compare-agents

17

orq-ai/assistant-plugins

Skill Claude CodeCodex

Run cross-framework agent comparisons using evaluatorq from orqkit — compares any combination of agents (orq.ai, LangGraph, CrewAI, OpenAI Agents SDK, Vercel AI SDK) head-to-head on the same dataset with LLM-as-a-judge scoring. Use when comparing agents, benchmarking, or wanting side-by-side evaluation. Do NOT use…

6 5d ago A 100 tokens original MIT

orq-ai/assistant-plugins

Skill Claude CodeCodex

Align, calibrate, or improve an existing LLM-as-a-judge (orq evaluator) so its verdicts match human judgment — boolean, categorical, or numeric judges. Use when the user wants to "align my evaluator", "improve my eval", "my judge keeps changing its mind", "find ambiguous cases", or "annotate an evaluator" — i.e. they…

6 5d ago A 207 tokens original MIT

orq-ai/assistant-plugins

Skill Claude CodeCodex

Generate and curate evaluation datasets — structured generation via dimensions-tuples-NL, quick from description, expansion from existing data, plus dataset maintenance through deduplication, rebalancing, and gap-filling. Use when creating eval data, expanding test coverage, or cleaning datasets. Do NOT use when…

6 5d ago A 100 tokens original MIT

orq-ai/assistant-plugins

Skill Claude CodeCodex

Invoke orq.ai deployments, agents, and models via the Python SDK or HTTP API. Use when a user wants to call a deployment with prompt variables, invoke an agent in a conversation, or call a model directly through the AI Router. Do NOT use for creating or editing deployments/agents (use orq-optimize-prompt or…

6 5d ago A 93 tokens original MIT

orq-manage-skills

21

orq-ai/assistant-plugins

Skill Claude CodeCodex

Manage orq.ai Skills (the platform entity, formerly called Snippets) end-to-end — list, get, create, update, and delete Skills, plus authoring guidance (display name, description, tags, project scoping, path placement), and how Skills get consumed (the {{skill. }} template placeholder inside prompts and agent…

6 5d ago A 103 tokens original MIT

orq-optimize-prompt

22

orq-ai/assistant-plugins

Skill Claude CodeCodex

Analyze and optimize system prompts using a structured prompting guidelines framework — AI-powered analysis and rewriting. Use when a prompt needs improvement, experiment results show quality gaps, or you want a structured review of an existing system prompt. Do NOT use when production traces show failures (use…

6 5d ago A 89 tokens original MIT

orq-red-team

23

orq-ai/assistant-plugins

Skill Claude CodeCodex

Invoke the evaluatorq red teaming CLI to run adversarial attacks against deployed agents or static datasets. Use when asked to "run a red team", "red team this deployment", "test my agent for vulnerabilities", "OWASP red team", or "check how my agent handles adversarial inputs". Do NOT use when you only need to build…

6 5d ago A 100 tokens original MIT

orq-run-experiment

24

orq-ai/assistant-plugins

Skill Claude CodeCodex

Create and run orq.ai experiments — compare configurations against datasets using evaluators, analyze results, and generate prioritized action plans. Use when evaluating LLM agents, deployments, conversations, or RAG pipelines end-to-end. Do NOT use without a dataset and evaluators. Do NOT use for cross-framework…

6 5d ago A 79 tokens original MIT