zhyx12/projtool

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 →

1Stars on the repository
16Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

exp-down

01

zhyx12/projtool

Command Claude Code

Power off (or release) the AutoDL instance for the current experiment to stop billing.

not rated 1 2mo ago A 18 tokens original MIT

exp-run

02

zhyx12/projtool

Command Claude Code

Start a training run on the current experiment branch. Provisions an instance if needed, syncs code, and launches in tmux.

not rated 1 2mo ago A 27 tokens original MIT

exp-status

03

zhyx12/projtool

Command Claude Code

Show the status of all in-flight runs and instances for this project.

not rated 1 2mo ago A 14 tokens original MIT

migrate-docs

04

zhyx12/projtool

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.

not rated 1 2mo ago A 43 tokens original MIT

plan-next

05

zhyx12/projtool

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.

not rated 1 2mo ago A 41 tokens original MIT

report-new

06

zhyx12/projtool

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).

not rated 1 2mo ago A 29 tokens original MIT

retrospective

07

zhyx12/projtool

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.

not rated 1 2mo ago A 36 tokens original MIT

thread-close

08

zhyx12/projtool

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.

not rated 1 2mo ago A 41 tokens original MIT

thread-new

09

zhyx12/projtool

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.

not rated 1 2mo ago A 46 tokens original MIT

watch-runs

10

zhyx12/projtool

Command Claude Code

Babysit every active run to completion — staged polling, auto-finalize, progress report; no raw SSH loops.

not rated 1 2mo ago A 24 tokens original MIT

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: