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…
Command Claude Code
Power off (or release) the AutoDL instance for the current experiment to stop billing.
Command Claude Code
Start a training run on the current experiment branch. Provisions an instance if needed, syncs code, and launches in tmux.
Command Claude Code
Show the status of all in-flight runs and instances for this project.
Command Claude Code
Adopt a pre-registry docs layout (plans/, exp/) into the research-thread registry — scan for drift, dry-run the migration proposal, confirm the mapping WITH THE USER, then apply. Never guess history.
Command Claude Code
Read the experiment record (journal, findings, reports, run table) and propose the next 1-3 experiments with rationale and cost — the user decides, then execution goes through startruns/starttraining.
Command Claude Code
Start a new analysis report in the independent docs repo, prefilled with frontmatter from the cited runs (single branch or cross-branch summary).
Command Claude Code
Distill this work session's experiment outcomes into the experiment's findings.md (what was tried, what failed and why, what's now established) and commit it to the docs repo.
Command Claude Code
Close a research thread — conclude it with an evidence-citing conclusion.md, or abandon it with a one-line reason. Terminal is terminal; to revive, open a successor thread with a supersedes edge.
Command Claude Code
Open a new research thread (a research line) in the docs registry — pick a slug, create the record + idea.md/plan.md skeletons, interview the user to fill them, and point forward to the first experiment.
Command Claude Code
Babysit every active run to completion — staged polling, auto-finalize, progress report; no raw SSH loops.
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.
MCP server Claude CodeCodexCursor +2
MCP server "projtool" as configured in zhyx12/projtool. Runs locally from the projtool Python package.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: