OpenAgentSkill Registry Manifest
Skill: organize-ml-workspace
Slug: probabl-ai-organize-ml-workspace
Category: design-creative
Description: Decide where files live in an ML experimentation project: reusable code in `src/<pkg>/`, one `# %%` script per experiment in `experiments/`, design notes + index in `journal/`, reports in `reports/`, agent-only probes in `scratch/`. Owns the layout, the file-creation rules (one file per experiment, ask before editing), and the jupytext `# %%` script convention. Never imposes `data/` — the user owns that. TRIGGER — any of: - Starting a new ML project / scaffolding a workspace. - About to create the first experiment file in a project. - About to create `src/<pkg>/data.py` / `features.py` / `pipeline.py` / `evaluate.py` for the first time. - About to write a `.ipynb` for experimentation — redirect to a `# %%` script under `experiments/`. - User asks where something should live, how to organize the project, or how to set up the workspace. - About to add a new experiment iteration — decide new file vs edit existing (ask the user). SKIP when: the file is clearly part of an already-populated 

Agent fit:
- Decision: 66/100 Prototype first
- Primary fit: Sports analytics
- Role: Fallback candidate

Supply profile:
- Track: Data, BI, and analytics
- Scenario: Data analysis
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 21d since push
- Risk: Needs review

Trust:
- Trust score: 72/100 Strong shortlist
- Audit: 77/100 Needs review

Attribution:
- Status: Registry indexed
- Source: github candidate review
- Creator: probabl-ai
- Claim URL: https://www.openagentskill.com/skills/probabl-ai-organize-ml-workspace#claim-this-skill

Install:
npx skills add probabl-ai/skills --skill organize-ml-workspace

URLs:
- Web: https://www.openagentskill.com/skills/probabl-ai-organize-ml-workspace
- API: https://www.openagentskill.com/api/agent/skills/probabl-ai-organize-ml-workspace
- Install API: https://www.openagentskill.com/api/skills/probabl-ai-organize-ml-workspace/install
- Repository: https://github.com/probabl-ai/skills/tree/main/skills/organize-ml-workspace