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Run It All Night

Agent skill
1 skill
READMEOverview ↓

The agent door to unattended data collection — answer "what is the single most important datum I can collect on THIS box right now?" and then collect it on a loop. Wraps fak nightrun, which probes the local box (gpu/weights/datasets/creds), ranks the feasible-here collection tasks (the benchmark grid PLUS the curated open-witness backlog) by novelty × value × staleness, and closes the loop into a durable ledger (docs/nightrun/collected.jsonl). Use when the operator says "run it all night", "collect the next most important data", "what benchmark should I run on this machine", "start an overnight data-collection run", or when an agent on a fresh box (a Mac verify node, an A100, an H200) needs to know — without reading the whole repo — what data is worth gathering here.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

The agent door to unattended data collection — answer "what is the single most important datum I can collect on THIS box right now?" and then collect it on a loop. Wraps fak nightrun, which probes the local box (gpu/weights/datasets/creds), ranks the feasible-here collection tasks (the benchmark grid PLUS the curated open-witness backlog) by novelty × value × staleness, and closes the loop into a durable ledger (docs/nightrun/collected.jsonl). Use when the operator says "run it all night", "collect the next most important data", "what benchmark should I run on this machine", "start an overnight data-collection run", or when an agent on a fresh box (a Mac verify node, an A100, an H200) needs to know — without reading the whole repo — what data is worth gathering here.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 1fb494a685a4b183f63ddf3e4eba3f77831c1322c514209a356763dbc0724575

About scan coverage and limitations
Original listing metadata

Original name

run-it-all-night

Original description

The agent door to unattended data collection — answer "what is the single most important datum I can collect on THIS box right now?" and then collect it on a loop. Wraps `fak nightrun`, which probes the local box (gpu/weights/datasets/creds), ranks the feasible-here collection tasks (the benchmark grid PLUS the curated open-witness backlog) by novelty × value × staleness, and closes the loop into a durable ledger (docs/nightrun/collected.jsonl). Use when the operator says "run it all night", "collect the next most important data", "what benchmark should I run on this machine", "start an overnight data-collection run", or when an agent on a fresh box (a Mac verify node, an A100, an H200) needs to know — without reading the whole repo — what data is worth gathering here.

About this listing

Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
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