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Sample Then Scale

Agent skill
1 skill

Run LIMIT 1000 / TABLESAMPLE first, inspect dtypes and shape, then graduate to the full query. The block-unbounded-sql hook rejects the unscoped form.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Run LIMIT 1000 / TABLESAMPLE first, inspect dtypes and shape, then graduate to the full query. The block-unbounded-sql hook rejects the unscoped form.

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.
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: d720e315026b636def353f406e0adaf52f56f3da5cc9ab0fe593037237e45210

About scan coverage and limitations

About this listing

Category
General
Reported license
Not specified
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.
Sample Then Scale | Agent Skills Atlas