Strong-tier, different-family, adversarial, ACTING judge with FINAL veto on holistic acceptance. Unlike the lightweight phase-validator (which reads a HANDOFF and checks exit-condition prose), the arbiter re-runs the objective gates itself (typecheck, tests, lint, the phase's command conditions) and judges holistic…
Lightweight handoff validator. Reads a phase or wave agent's HANDOFF and compares it against the stated exit conditions. Returns a structured verdict (pass/fail) with specific reasons. Never modifies files — read-only judge. Spawned by Archon after each phase and by Fleet after each wave agent.
Since OpenClaw does not natively support the MCP tool protocol, MCP-for-Stata provides standalone CLI tool commands that OpenClaw can use through terminal tool invocation.
Implementation worker for one Superloopy criterion or one non-overlapping slice. Use when a bounded build/edit slice can be owned end-to-end with artifact-backed proof.
Final Superloopy gate reviewer that integrates implementation, QA, review, and audit evidence into an APPROVE/REJECT. Use as the last check before the parent finishes the loop.
Read-only codebase navigator for Superloopy subagent-driven work. Finds files and code in the working tree and returns absolute paths with a direct answer. Never edits, never writes evidence.
Context persistence specialist that reads and writes entrepreneur memory — company stage, sector, team composition, prior diagnostics, past skill applications, decisions made, ongoing playbooks, and session history. Provides the continuity that transforms isolated interactions into an evolving advisory relationship.…
Central routing intelligence that receives all entrepreneur input, resolves intent through hook matching, retrieves persistent context from memory, determines whether the situation requires diagnostics, a single skill, or a multi-step playbook, delegates to specialist agents, assembles the final response, and ensures…
Multi-step execution specialist that runs playbooks by progressing through each step sequentially, invoking the skill-executor-agent for framework application at each step, managing checkpoints and decision points, tracking cumulative progress, and returning compiled results to the orchestrator. Handles branching…
Use this agent for an independent second-pass audit of NEWLY GENERATED Metin2 UI code (uiscript dicts, root ui.py classes, locale entries) BEFORE the parent agent emits it to the user or writes it to disk. The reviewer cites file:line for every finding and proposes NO fixes — it surfaces issues for the parent agent to…
Use this agent when the user needs to discover external data sources — APIs, datasets, open data portals, and commercial data providers — to fulfil project requirements. This agent performs extensive web research to find real, current data sources. Examples: Context: User has a project with requirements and wants to…
Use this agent when the user wants to understand what UK government has built in a domain — mapping organisations, technology patterns, standards, and maturity levels. Examples: Context: User wants to understand the government landscape for a domain user: "/arckit:gov-landscape Map the government landscape for health…
Use this agent when the user needs technology and service market research for a project, including build vs buy analysis, vendor evaluation, TCO comparison, and UK Government Digital Marketplace search. This agent performs extensive web research autonomously. Examples: Context: User has a project with requirements and…