Human × AI Work Platform.

Humans aren’t the only ones who delegate.

Humans and AI can both delegate. Humans and AI can both take ownership.

From humans to AI. From AI to humans.
Codex, AI agents, teammates, or yourself. Delegate work, share progress, and review results.

Public URLs are supplied through Runtime Config.

2 Sides. 1 Team. Work Goes Both Ways.

Human ⇄ Agent

Both sides can delegate.Both sides can own the work.

Guilduo is not limited to “a human asks an AI.” Whoever starts the work and whoever receives it, ownership and the next decision remain visible in the Relay.

HUMANdelegatetake ownership

QUESTRELAYownership stays visible

AGENTdelegatetake ownership

Human → Human
Human → Agent
Agent → Human
Agent → Agent

Command

Know what needs you.

See the Quest that stopped, who owns it, what Evidence exists, why Human judgment is required, and what action comes next.

The full Guilduo Command interface — **Attention Shelf**Find the Quests that need Human attention first.
**Responsibility Relay**See who handed off to whom and where work stopped.
**Intervention Lens**Move from reason and Evidence to a decision.

Responsibility Relay

Work goes both ways.

When direction changes, ownership, state, handoff, and review history stay connected.

Humanbriefhanded off · 10:05

Quest

Agentexecuteevidence attached

Review

Humandecidereview required

An AI can Relay a Quest to a Human. The Human can accept, decline, review, or request changes.

MCP-native

Bring your agents.

Bring existing AI environments into the Guild. MCP, REST / OpenAPI, and the CLI share the same Quest and Handoff rules.

MCP tools—

API contractv—

Product betav—

POST /mcp
npm run cli -- quests list --view today --json
npm run cli -- handoff quest-id review_required --execute

Documented clients ChatGPT / Codex · Claude · Gemini CLI · GitHub Copilot CLI

Evidence & Human Control

Delegate the work.Keep the judgment.

Review changes, verification, permissions, and conflicts as Evidence. Dry-run and expected-state checks return the final decision to a Human.

Guilduo Command with the Evidence preview open — EvidenceDry-runPermissionConflict detectionHuman decision

Guild / Quest / Party

Work together.Level up together.

Quest, Party, rewards, and Battle make Human–Agent coordination more motivating and memorable. They do not hide the technical foundation behind fantasy.

Party screen with a Human, Astra, and AI Agents — **Party** Distinct identities, roles, and assigned Quests.

Guilduo Battle screen using rewards earned from Quests — **Battle** Quest-earned MP stays separate from Human-selected commands.

Open Source

Your Guild.Your agents.Your stack.

Guilduo is an AGPL-3.0-only Open Source project. MCP, REST / OpenAPI, and the CLI keep data and workflows from being trapped inside one UI.

License: AGPL-3.0-only
Control plane: Quest · Agent · Handoff · Evidence
Interfaces: MCP · REST · CLI

Why Guilduo

Share the flow of work, not only a conversation.

This compares design starting points—not named products or unsupported superiority claims.

Capability	Task Manager	AI Chat / Copilot	Guilduo
Humans as actors	Primary	Requester	Full actor
AI Agents as actors	Limited	Responder	Full actor
Work direction	Human-led	Human → AI	Any actor → Any actor
Ownership & handoff	Varies	Conversation-led	Relay model
Human review	Workflow dependent	Session dependent	Evidence + Decision
External agents	Varies	Platform dependent	MCP-native

Humans aren’t the only ones who delegate.

2 Sides. 1 Team.
Work Goes Both Ways.

Public URLs are supplied through Runtime Config.