MateClaw

⚙️

Employee runtimes, not one Agent loop

2.2.0 uses a shared Runtime Contract to decouple employee identity from execution. Native and DeepSeek Harness share conversations, workspaces, tool governance, and event projection; durable Goals recover across requests and backend restarts, while A2A connects external agents.

🧑‍💼

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 — six built-in templates ship ready to use. ReAct + Plan-and-Execute, parallel delegation between employees.

🤝

Teams, not lone wolves

One team request becomes one Team Run — objective, task DAG, worker execution, final synthesis, and deliverables stay together. Chat delivers, Agents observes, and Teams governs; 2.2.0 further hardens checkpoint recovery and deliverable completion gates.

🧩

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.

📚

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.

🧬

Memory that compounds

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

👀

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.

🔀

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.

🌐

Every surface that matters

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

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