--- title: "Resume-Matcher vs book-to-skill" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/srbhr-resume-matcher-vs-virgiliojr94-book-to-skill" tools: ["srbhr-resume-matcher", "virgiliojr94-book-to-skill"] --- # Resume-Matcher vs book-to-skill *GraphCanon updated Sep 20, 2026* ## Verdict Pick Resume-Matcher if a versatile TypeScript-based AI tool that supports more than 100 language models for building and parsing resumes, cover letters, and other documents with functionalities like text-similarity analysis and vector search; pick book-to-skill if book-to-skill is a Python-based tool that converts technical book PDFs into Claude Code skills, facilitating effective study and reference. [Resume-Matcher](https://resumematcher.fyi/) reports 28k GitHub stars, 5.0k forks, and 56 open issues, last pushed Sep 10, 2026. [book-to-skill](https://github.com/virgiliojr94/book-to-skill) has 31k stars, 3.2k forks, and 16 open issues, last pushed Sep 17, 2026. Figures are from public GitHub metadata via [Resume-Matcher's repository](https://github.com/srbhr/Resume-Matcher) and [book-to-skill's repository](https://github.com/virgiliojr94/book-to-skill). | | [Resume-Matcher](/tools/srbhr-resume-matcher.md) | [book-to-skill](/tools/virgiliojr94-book-to-skill.md) | | --- | --- | --- | | Tagline | The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support. | Converts technical book PDFs into Claude Code skills for study and reference | | Stars | 28,473 | 31,078 | | Forks | 5,050 | 3,224 | | Open issues | 56 | 16 | | Language | Python | Python | | Adopt for | A versatile TypeScript-based AI tool that supports more than 100 language models for building and parsing resumes, cover letters, and other documents with functionalities like text-similarity analysis and vector search. | book-to-skill is a Python-based tool that converts technical book PDFs into Claude Code skills, facilitating effective study and reference. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT license applies to the converter code and skill definition in the repository, but not to any book or document processed with it. | | Categories | Data & Retrieval, LLM Frameworks | AI Agents, Data & Retrieval, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Resume-Matcher](/tools/srbhr-resume-matcher.md) | [book-to-skill](/tools/virgiliojr94-book-to-skill.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 9d | 0d | | Open issues (now) | 56 | 16 | | Stars delta | +607 (30d) | Unknown | | Open issues delta | -21 (30d) | Unknown | | Full report | [trust report](/tools/srbhr-resume-matcher/trust.md) | [trust report](/tools/virgiliojr94-book-to-skill/trust.md) | ## Decision facts: Resume-Matcher - **Pricing:** freemium - Available under Apache-2.0 license; possible freemium model based on open-source foundation, with potential premium add-ons or services. - **Adopt for:** A versatile TypeScript-based AI tool that supports more than 100 language models for building and parsing resumes, cover letters, and other documents with functionalities like text-similarity analysis and vector search. ## Decision facts: book-to-skill - **Pricing:** freemium - The tool is free to use under the MIT license, but any books or documents processed with it are subject to their own licensing. - **Requirements:** Min 2 GB RAM; Requires Python environment to run the tool. - **Adopt for:** book-to-skill is a Python-based tool that converts technical book PDFs into Claude Code skills, facilitating effective study and reference. - **License detail:** MIT license applies to the converter code and skill definition in the repository, but not to any book or document processed with it. ## Choose when ### Choose Resume-Matcher if… - License: Resume-Matcher is Apache-2.0, book-to-skill is MIT. - Pricing: Available under Apache-2.0 license; possible freemium model based on open-source foundation, with potential premium add-ons or services.. - Tags unique to Resume-Matcher: applicant-tracking-system, ats, machine-learning, natural language processing. - Also covers LLM Frameworks. - Resume-Matcher ships Docker support for self-hosted deployment. - When you require extensive customization of resume-building tools supported by over 100 different language models. ### Choose book-to-skill if… - License: book-to-skill is MIT, Resume-Matcher is Apache-2.0. - Pricing: The tool is free to use under the MIT license, but any books or documents processed with it are subject to their own licensing.. - Requirements: Min 2 GB RAM; Requires Python environment to run the tool.. - Tags unique to book-to-skill: agent-skills, ai-agents, book-to-skill, context-engineering. - Also covers AI Agents, Developer Tools. - When you need to convert technical book PDFs into a format that can be easily studied and referenced using Claude Code skills. ## When NOT to use Resume-Matcher - Avoid Resume-Matcher if your team lacks TypeScript knowledge or resources as the tool is based on this programming language. - Do not choose Resume-Matcher when a web-hosted solution is preferred over local installations due to its emphasis on on-premise execution for enhanced privacy controls. ## When NOT to use book-to-skill - If your goal is to convert non-technical books or documents that do not require the specific format of Claude Code skills. - When you are looking for a tool that processes and converts documents into formats other than those compatible with Claude Code. ## Common questions ### What is the difference between Resume-Matcher and book-to-skill? Resume-Matcher: The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.. book-to-skill: Converts technical book PDFs into Claude Code skills for study and reference. See the comparison table for live GitHub stats and shared categories. ### When should I choose Resume-Matcher over book-to-skill? Choose Resume-Matcher over book-to-skill when License: Resume-Matcher is Apache-2.0, book-to-skill is MIT; Pricing: Available under Apache-2.0 license; possible freemium model based on open-source foundation, with potential premium add-ons or services.; Tags unique to Resume-Matcher: applicant-tracking-system, ats, machine-learning, natural language processing; Also covers LLM Frameworks; Resume-Matcher ships Docker support for self-hosted deployment; When you require extensive customization of resume-building tools supported by over 100 different language models. ### When should I choose book-to-skill over Resume-Matcher? Choose book-to-skill over Resume-Matcher when License: book-to-skill is MIT, Resume-Matcher is Apache-2.0; Pricing: The tool is free to use under the MIT license, but any books or documents processed with it are subject to their own licensing.; Requirements: Min 2 GB RAM; Requires Python environment to run the tool.; Tags unique to book-to-skill: agent-skills, ai-agents, book-to-skill, context-engineering; Also covers AI Agents, Developer Tools; When you need to convert technical book PDFs into a format that can be easily studied and referenced using Claude Code skills. ### When should I avoid Resume-Matcher? Avoid Resume-Matcher if your team lacks TypeScript knowledge or resources as the tool is based on this programming language. Do not choose Resume-Matcher when a web-hosted solution is preferred over local installations due to its emphasis on on-premise execution for enhanced privacy controls. ### When should I avoid book-to-skill? If your goal is to convert non-technical books or documents that do not require the specific format of Claude Code skills. When you are looking for a tool that processes and converts documents into formats other than those compatible with Claude Code. ### Is Resume-Matcher or book-to-skill more popular on GitHub? book-to-skill has more GitHub stars (31,078 vs 28,473). Stars measure visibility, not whether either tool fits your constraints. ### Are Resume-Matcher and book-to-skill open source? Yes - both are open-source projects on GitHub (Resume-Matcher: Apache-2.0, book-to-skill: MIT). ### Where can I find alternatives to Resume-Matcher or book-to-skill? GraphCanon lists graph-backed alternatives at [Resume-Matcher alternatives](/tools/srbhr-resume-matcher/alternatives) and [book-to-skill alternatives](/tools/virgiliojr94-book-to-skill/alternatives) ([Resume-Matcher markdown twin](/tools/srbhr-resume-matcher/alternatives.md), [book-to-skill markdown twin](/tools/virgiliojr94-book-to-skill/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/srbhr-resume-matcher-vs-virgiliojr94-book-to-skill.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Resume-Matcher or book-to-skill? Resume-Matcher: Active. book-to-skill: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Resume-Matcher and book-to-skill? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Resume-Matcher trust report](/tools/srbhr-resume-matcher/trust); [book-to-skill trust report](/tools/virgiliojr94-book-to-skill/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=srbhr-resume-matcher`](/api/graphcanon/graph?tool=srbhr-resume-matcher) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_