autolab-reporter Skill
Operate the local Trackio reporter for Autolab HF Jobs. Use when a reporter or planner needs to inspect scores, active jobs, worker anomalies, duplicate launches, or the overall experiment board. Published by huggingface in context-course.
What is autolab-reporter Skill?
Operate the local Trackio reporter for Autolab HF Jobs. Use when a reporter or planner needs to inspect scores, active jobs, worker anomalies, duplicate launches, or the overall experiment board. Published by huggingface in context-course. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Developers using context-course
Technical details
- Install or run with Copy skill directory
When to use autolab-reporter Skill
- Use it for developers using context-course.
Built with
Editorial notes
Source
- Creator: huggingface
- Repository: huggingface/context-course
- Skill file: projects/pre-training/.agents/skills/autolab-reporter/SKILL.md
What it does
Operate the local Trackio reporter for Autolab HF Jobs. Use when a reporter or planner needs to inspect scores, active jobs, worker anomalies, duplicate launches, or the overall experiment board.
Skill instructions
Use this for the control-plane view of the experiment fleet. Workflow 1. Load the local operator env: - . ~/.autolab/credentials 2. Sync the latest HF Jobs into Trackio: - uv run scripts/trackioreporter.py sync --project autolab 3. Review the human-readable summary: - uv run scripts/trackioreporter.py summary --max-jobs 25 4. Keep the live dashboard open when monitoring parallel runs: - uv run scripts/trackioreporter.py dashboard --project autolab --mcp-server --no-footer 5. For continuous reporting: - uv run scripts/trackioreporter.py sync --project autolab --watch --interval 300 What To Watch - active experiment jobs versus non-experiment jobs - duplicate active jobs for the same experiment or hypothesis - prepare jobs that still carry experiment labels, which usually indicate wasted bootstrap work - leaderboard entries that actually beat the current local promoted master Guardrails - Treat the reporter as the source of truth for fleet status, not stale shell output from one worker.
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Frequently asked questions
What is autolab-reporter?
autolab-reporter is a open-source AI agent skill with Copy skill directory. Operate the local Trackio reporter for Autolab HF Jobs. Use when a reporter or planner needs to inspect scores, active jobs, worker anomalies, duplicate launches, or the overall experiment board.
Who is autolab-reporter best for?
autolab-reporter is best for reusing agent instructions, scripts, and references.
How do I install autolab-reporter?
Install or run autolab-reporter using Copy skill directory. Check autolab-reporter for the latest setup command.
Is autolab-reporter actively maintained?
autolab-reporter may need a closer maintenance check before production use.
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