MateClawThe personal AI your IT department can actually sign off on.

Other personal AI agents are built for one person. MateClaw is built for a team — multi-user workspaces, approval-gated sensitive actions, full audit trail, production-grade health monitoring. One JAR on your own machine. Zero data egress.

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GitHub

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Digital employees, not chatbots

You hire coworkers, not a chat box. Each one has a role, a goal, a backstory, a pixel-art avatar, and a color of their own — five career templates ship ready to use. ReAct + Plan-and-Execute, parallel delegation between employees.

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Skills are the skeleton, not a plugin

One SKILL.md plus one LESSONS.md that grows with use. Eight starter templates, a five-step creation wizard, pre-flight checks before install. MCP and ACP bridges — even Claude Code and Codex show up as employees.

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Knowledge, shaped

The LLM Wiki digests raw files into structured pages with summaries and backlinks. A library you can read, not a vector store you query. The hot cache auto-injects into your employees' system prompts.

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Memory that compounds

Session context, post-chat extraction, workspace files, and scheduled Dreaming consolidation. Tomorrow's conversation starts where today's ended.

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You see what every employee is doing

The Admin Runtime Console shows who's running, what step they're on, how many tokens they've used, with a one-click force-recycle when stuck. Streaming is staged honestly, multi-agent delegation no longer fights itself, long tasks demand evidence-grounded answers.

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Business processes, not manual hand-offs

Workflows compose multiple employees plus system actions (approvals, channel dispatch, write-memory) into a publishable, triggerable, replayable linear DSL — seven step modes. Triggers wire system events to those flows — six pattern types cover cron, webhooks, channel messages, employee lifecycle, content match, and workflow completion.

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Every surface that matters

Web console, desktop app with bundled JRE 21, and eight chat channels. Same brain, same memory, wherever your team works.