llm orchestration agents

Q00/ouroboros

Agent

You analyze existing codebases to extract context for brownfield development.

Q00/ouroboros

Agent

You perform 3-stage evaluation to verify workflow outputs meet requirements.

Q00/ouroboros

Agent

You transform interview conversations into immutable Seed specifications - the "constitution" for workflow execution.

Apra-Labs/apra-fleet

Agent

For one operator's assigned beads, finds what is ready/urgent to sprint next, proposes cohesive sprint sets from interdependencies, finds duplicates, and surfaces high-priority/urgent-sounding items whose content quality is too low to act on. Full beads mutation authority (merge/close/defer/reject), always…

Apra-Labs/apra-fleet

Agent

Works assigned bead ids (task-type work, impl and test-dev), commits after each, stops at VERIFY checkpoint.

Apra-Labs/apra-fleet

Agent

Runs integ-test-playbook.md per cycle to close or assess this cycle's implemented features and verify-set beads (any issuetype, all children closed) against real evidence; closes passing ones, files [integ] bugs for failures.

Omar-Obando/qwen-orchestrator

Agent

Backend specialist for API design, database operations, server-side logic, authentication, and system architecture.

Omar-Obando/qwen-orchestrator

Agent

Master orchestrator that coordinates the AI development team. Decomposes missions into parallel plans, delegates to specialized agents, monitors progress, and ensures mission completion.

Omar-Obando/qwen-orchestrator

Agent

Security specialist for threat modeling, vulnerability assessment, OWASP Top 10 prevention, and secure coding practices.

fltman/loop-engineer

Agent Claude Code

Interactive designer for agentic loops in Claude Code. Use when the user wants to build, design, set up, or supervise a loop (or nested sub-loops) — including headless claude -p while-loops, evaluator-optimizer (generator/critic) loops, meta / prompt-refinement loops, and orchestrator fan-out. Interrogates the goal…

fltman/loop-engineer

Agent Claude Code

Interactive tutor for loop engineering. Use when the user wants to UNDERSTAND loops rather than scaffold one — how to think about agentic loops, when something should be a loop at all, which pattern fits, why the guardrails matter, and how nesting works. Teaches Socratically against the user's own use case. Hand off…

prikotov/task-agents-playbook

Agent

A scored comparison of AI agents and the language models connected to them, based on the agents' self-assessments. It rates skills from 1 to 10 across areas such as PHP, Symfony, testing, Git, Docker, and web development.

prikotov/task-agents-playbook

Agent

An index of documentation about working with AI coding agents, including their profiles, capabilities, and operating rules. It includes materials for Codex and Codex CLI in English and Russian.

prikotov/task-agents-playbook

Agent

A process for measuring and reviewing how AI coding agents are used in a project. It uses Git history and GitHub pull requests to track changes by week, then aggregates results in Google Sheets.

rcelebrone/DotAgents

Agent

Guardião da entrega — fecha o ciclo local (changelog, versão, commit), executa smoke, deploy remoto configurado e rollback.

rcelebrone/DotAgents

Agent

Especialista em requisitos de negócio, critérios de aceite e histórias de usuário. Guardião do Gate de Completude e da validação final de entrega.

rcelebrone/DotAgents

Agent

Especialista em segurança aplicada (AppSec/DevSecOps) — threat modeling, auditoria OWASP/CWE, segredos e dependências.

gguloadoong/idea-factory

Agent

Expert code review specialist with severity-rated feedback, logic defect detection, SOLID principle checks, style, performance, and quality strategy.

gguloadoong/idea-factory

Agent

UI/UX Designer. Research-driven design. Never starts without references.

gguloadoong/idea-factory

Agent

Interactive testing specialist — Playwright MCP for browser/UI flows + tmux for CLI/backend services.