prompt
FreeTurn any technical book into an actionable agent skill
FreeFree tier
About prompt
A specialized prompt from the ai-boost/awesome-prompts collection that transforms any technical book or document (PDF, EPUB, DOCX, Markdown, HTML, TXT, RTF, MOBI/AZW) into a structured, reusable agent skill. It follows five non-negotiable principles: extract structure (not summaries), preserve the author’s precision, prioritize density over completeness, use practitioner voice, and enable on-demand loading. The output is a skill toolkit (master SKILL.md under ~4,000 tokens plus chapter files) that agents like Claude Code, Codex, or Amp can load and apply while working. It supports two modes: Full Conversion (complete pipeline) and Analyze Only (preview).
Key Features
Transforms documents into structured, agent-loadable skills
Supports 8 document formats: PDF, EPUB, DOCX, Markdown, HTML, TXT, RTF, MOBI/AZW
Preserves exact framework names, formulations, anti-patterns, and decision rules
Dense output: master SKILL.md under ~4,000 tokens with on-demand chapter files
Written in practitioner voice for immediate usability under time pressure
Two modes: Full Conversion (complete pipeline) and Analyze Only (preview)
Pros & Cons
Pros
- Actionable output: every entry is a 'use X when Y' rule, not a summary
- High density: front-loads most important content, compacts from the end
- Preserves original terminology and precision of the author
- Modular design: only loads chapter files when referenced, saving token budget
Cons
- Requires a compatible agent runtime (Claude Code, Codex, Amp) to fully utilize the skill
- Output quality is dependent on the clarity and structure of the source document
- May not be suitable for non-technical or narrative-heavy books due to focus on frameworks and rules
Best For
Studying technical books and distilling knowledge into reference skillsBuilding reusable knowledge toolkits for AI agents in development workflowsCreating structured summaries for quick lookup and applicationIntegrating book-based expertise into agent runtimes like Claude Code, Codex, or Amp
FAQ
What document formats does the Book-to-Skill Architect support?
It supports PDF, EPUB, DOCX, Markdown, HTML, TXT, RTF, and MOBI/AZW formats.
How does the prompt handle large documents?
It uses on-demand loading: a master SKILL.md stays under ~4,000 tokens containing only core frameworks and indexes, while chapter files are loaded only when referenced.
What is the output of the conversion?
The output is a structured agent skill in markdown format, consisting of a master SKILL.md and separate chapter files, designed to be loaded by agent runtimes like Claude Code, Codex, or Amp.