Python package + Claude Code MCP server for running ML experiments across a local dev machine and remote AutoDL GPU containers — git worktrees, mutagen sync, AutoDL instance lifecycle, manifest bookkeeping, and a paired docs repo.
This repository also configures its own agents. See what projtool tells them →
Skill Claude CodeCodex
Use this skill when diagnosing failures during a projtool image build — that is, when mcpprojtoolremoteexec returns a non-zero exit code while running setup.sh inside a builder instance, or when the user explicitly asks for help debugging an image build / container setup. Trigger on phrases like "image build failed"…
Skill Claude CodeCodex
Use this skill whenever the user is doing ML experiment work in a projtool-managed repo — that is, requests involving training, runs, manifests, reports, mutagen sync, AutoDL instances, GPU provisioning, experiment branches, worktrees, image builds, research threads / lineage / the docs registry, or projtool tool…
Skill Claude CodeCodex
A setup guide for bringing a project under projtool, a project-management tool. It applies only when the user explicitly asks to install, set up, onboard, or retrofit projtool.