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Hook Machine

Agent skill
1 skill

Data-driven hook engine. Analyzes the owner's top vs. bottom-performing content to extract winning hook principles, banks them as a persistent grading rubric calibrated to the owner's audience, then generates and grades hooks for new topics. Source-agnostic ingestion (paste, CSV export from LinkedIn/X analytics, or fetch X posts via the scrape skill) with no third-party data platform required. Use when building or refreshing a hook rubric, analyzing why hooks win or lose, generating data-backed hooks for a topic, or grading and rewriting a draft hook. For a quick one-off hook that needs no performance data or grading, use the writing skill instead. Triggers - 'build my hook rubric', 'refresh the hook rubric', 'analyze my best hooks', 'hook machine', 'why do my hooks win', 'generate hooks for', 'grade this hook', 'rewrite this hook'.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Data-driven hook engine. Analyzes the owner's top vs. bottom-performing content to extract winning hook principles, banks them as a persistent grading rubric calibrated to the owner's audience, then generates and grades hooks for new topics. Source-agnostic ingestion (paste, CSV export from LinkedIn/X analytics, or fetch X posts via the scrape skill) with no third-party data platform required. Use when building or refreshing a hook rubric, analyzing why hooks win or lose, generating data-backed hooks for a topic, or grading and rewriting a draft hook. For a quick one-off hook that needs no performance data or grading, use the writing skill instead. Triggers - 'build my hook rubric', 'refresh the hook rubric', 'analyze my best hooks', 'hook machine', 'why do my hooks win', 'generate hooks for', 'grade this hook', 'rewrite this hook'.

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: 84438dabe1d9a6f918c1c21c0e96c2e671682608960fc9cf84f4c614512e865a

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
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.
Hook Machine | Agent Skills Atlas