WHY THIS
EXISTS.
Humans plan work in one system while coding agents receive context in prompts, files and chat transcripts. That split makes autonomous work hard to observe, interrupt or hand back safely.
OSS / SELF-HOSTED · Tools
// The agent-operated workbench
CtxDesk
A local-first project and operations desk designed for AI agents and humans to share a real queue, progress log and deployment loop.
LAST PUSH…syncing with GitHub
LANGUAGE…primary repository language
RELEASENO FORMAL RELEASElatest public GitHub release
LICENSENOT DECLAREDrepository metadata
WHY THIS
THE USEFUL
LOOP.
CtxDesk turns activated tickets into a machine-readable queue, lets agents report progress through a small API and keeps the resulting activity visible in the same workbench humans use.
03 // WHAT_SHIPPEDWHAT'S
WHAT'S
INSIDE.
AI QUEUE
Activated tickets regenerate CLAUDE_QUEUE.md with priority, project context and the information an agent needs.
LOCAL MODEL LANE
Ollama and LM Studio power in-ticket analysis and chat without requiring a cloud AI account.
PROGRESS + DEPLOY
Agents write updates back through the API, while reviewed tickets can trigger Cloudflare or webhook deployments.