Comparison
agent-toolkit vs book-to-skill
Verdict
Pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows; 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.
Markdown twin · agent-toolkit alternatives · book-to-skill alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agent-toolkit | book-to-skill |
|---|---|---|
| Maintenance | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-toolkit
- A curated collection of skills for AI coding agents
- book-to-skill
- Converts technical book PDFs into Claude Code skills for study and reference
Stars
- agent-toolkit
- 2.5k
- book-to-skill
- 31k
Forks
- agent-toolkit
- 226
- book-to-skill
- 3.2k
Open issues
- agent-toolkit
- 18
- book-to-skill
- 16
Language
- agent-toolkit
- Python
- book-to-skill
- Python
Adopt for
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
- book-to-skill
- book-to-skill is a Python-based tool that converts technical book PDFs into Claude Code skills, facilitating effective study and reference.
Persona
- agent-toolkit
- -
- book-to-skill
- -
Runtime
- agent-toolkit
- -
- book-to-skill
- -
License
- agent-toolkit
- MIT
- book-to-skill
- MIT license applies to the converter code and skill definition in the repository, but not to any book or document processed with it.
Last pushed
- agent-toolkit
- Mar 5, 2026
- book-to-skill
- Sep 17, 2026
Categories
- agent-toolkit
- AI Agents, Developer Tools
- book-to-skill
- AI Agents, Data & Retrieval, Developer Tools
Trust and health
Maintenance
- agent-toolkit
- Slowing (36%)
- book-to-skill
- Very active (96%)
Days since push
- agent-toolkit
- 198d
- book-to-skill
- 0d
Open issues (now)
- agent-toolkit
- 18
- book-to-skill
- 16
Stars delta
- agent-toolkit
- +176 (30d)
- book-to-skill
- Unknown
Open issues delta
- agent-toolkit
- +1 (30d)
- book-to-skill
- Unknown
Owner type
- agent-toolkit
- Organization
- book-to-skill
- User
Full report
- agent-toolkit
- Trust report
- book-to-skill
- Trust report
Typed relationship
agent-toolkit book-to-skillWhile both are related to AI agent skills, book-to-skill specifically focuses on converting books into skills, whereas agent-toolkit is a broader collection of skills.
Choose agent-toolkit if…
- While both are related to AI agent skills, book-to-skill specifically focuses on converting books into skills, whereas agent-toolkit is a broader collection of skills.
- Tags unique to agent-toolkit: ai, automation, claude, claude-code.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Choose book-to-skill if…
- 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..
- While both are related to AI agent skills, book-to-skill specifically focuses on converting books into skills, whereas agent-toolkit is a broader collection of skills.
- Tags unique to book-to-skill: ai-agents, book-to-skill, context-engineering, document-processing.
- Also covers Data & Retrieval.
- 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (softaworks/agent-toolkit) · observed Sep 20, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Sep 20, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (virgiliojr94/book-to-skill) · observed Sep 20, 2026
- GitHub forks (virgiliojr94/book-to-skill) · observed Sep 20, 2026
- Last push (virgiliojr94/book-to-skill) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: agent-toolkit 2.5k · book-to-skill 31k (synced Sep 20, 2026).
Common questions
- What is the difference between agent-toolkit and book-to-skill?
- agent-toolkit: A curated collection of skills for AI coding agents. 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 agent-toolkit over book-to-skill?
- Choose agent-toolkit over book-to-skill when While both are related to AI agent skills, book-to-skill specifically focuses on converting books into skills, whereas agent-toolkit is a broader collection of skills; Tags unique to agent-toolkit: ai, automation, claude, claude-code; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I choose book-to-skill over agent-toolkit?
- Choose book-to-skill over agent-toolkit when 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.; While both are related to AI agent skills, book-to-skill specifically focuses on converting books into skills, whereas agent-toolkit is a broader collection of skills; Tags unique to book-to-skill: ai-agents, book-to-skill, context-engineering, document-processing; Also covers Data & Retrieval; 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 agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- 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 agent-toolkit or book-to-skill more popular on GitHub?
- book-to-skill has more GitHub stars (31,078 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-toolkit and book-to-skill open source?
- Yes - both are open-source projects on GitHub (agent-toolkit: MIT, book-to-skill: MIT).
- Where can I find alternatives to agent-toolkit or book-to-skill?
- GraphCanon lists graph-backed alternatives at agent-toolkit alternatives and book-to-skill alternatives (agent-toolkit markdown twin, book-to-skill markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-toolkit or book-to-skill?
- agent-toolkit: Slowing. 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 agent-toolkit and book-to-skill?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-toolkit trust report; book-to-skill trust report.