Comparison
Product-Manager-Skills vs agent-toolkit
Verdict
Pick Product-Manager-Skills if product-Manager-Skills offers critical guidance for non-technical product managers navigating AI tools like Claude Code and Codex; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · Product-Manager-Skills alternatives · agent-toolkit alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | Product-Manager-Skills | agent-toolkit |
|---|---|---|
| Maintenance | Active (19d since push) As of 2w · github_public_v1 | Slowing (159d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- Product-Manager-Skills
- Product Management skills framework for AI agents and related tools.
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- Product-Manager-Skills
- 6.3k
- agent-toolkit
- 2.3k
Forks
- Product-Manager-Skills
- 761
- agent-toolkit
- 217
Open issues
- Product-Manager-Skills
- 10
- agent-toolkit
- 17
Language
- Product-Manager-Skills
- Shell
- agent-toolkit
- Python
Adopt for
- Product-Manager-Skills
- Product-Manager-Skills offers critical guidance for non-technical product managers navigating AI tools like Claude Code and Codex.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- Product-Manager-Skills
- -
- agent-toolkit
- -
Runtime
- Product-Manager-Skills
- -
- agent-toolkit
- -
License
- Product-Manager-Skills
- Other
- agent-toolkit
- MIT
Last pushed
- Product-Manager-Skills
- Jul 17, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- Product-Manager-Skills
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- Product-Manager-Skills
- Active (82%)
- agent-toolkit
- Slowing (36%)
Days since push
- Product-Manager-Skills
- 19d
- agent-toolkit
- 159d
Open issues (now)
- Product-Manager-Skills
- 10
- agent-toolkit
- 17
Owner type
- Product-Manager-Skills
- User
- agent-toolkit
- Organization
Full report
- Product-Manager-Skills
- Trust report
- agent-toolkit
- Trust report
Choose Product-Manager-Skills if…
- Product-Manager-Skills is primarily Shell; agent-toolkit is Python.
- License: Product-Manager-Skills is Other, agent-toolkit is MIT.
- Tags unique to Product-Manager-Skills: ai-agents, installation-guides, pm-frameworks, product-management.
- When you need to understand how to choose between AI platforms like Cowork, Claude Code, or Codex without deep technical knowledge.
When NOT to use Product-Manager-Skills
- Avoid if your team already possesses comprehensive, technical expertise in platform selection for AI tools.
- Not appropriate for projects seeking broad, general guidance on all available AI development platforms beyond Claudia's ecosystem.
Choose agent-toolkit if…
- agent-toolkit is primarily Python; Product-Manager-Skills is Shell.
- License: agent-toolkit is MIT, Product-Manager-Skills is Other.
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (deanpeters/Product-Manager-Skills) · observed Aug 6, 2026
- GitHub forks (deanpeters/Product-Manager-Skills) · observed Aug 6, 2026
- Last push (deanpeters/Product-Manager-Skills) · observed Jul 17, 2026
- License file (Other) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: Product-Manager-Skills 6.3k · agent-toolkit 2.3k (synced Aug 6, 2026).
Common questions
- What is the difference between Product-Manager-Skills and agent-toolkit?
- Product-Manager-Skills: Product Management skills framework for AI agents and related tools.. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose Product-Manager-Skills over agent-toolkit?
- Choose Product-Manager-Skills over agent-toolkit when Product-Manager-Skills is primarily Shell; agent-toolkit is Python; License: Product-Manager-Skills is Other, agent-toolkit is MIT; Tags unique to Product-Manager-Skills: ai-agents, installation-guides, pm-frameworks, product-management; When you need to understand how to choose between AI platforms like Cowork, Claude Code, or Codex without deep technical knowledge.
- When should I choose agent-toolkit over Product-Manager-Skills?
- Choose agent-toolkit over Product-Manager-Skills when agent-toolkit is primarily Python; Product-Manager-Skills is Shell; License: agent-toolkit is MIT, Product-Manager-Skills is Other; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid Product-Manager-Skills?
- Avoid if your team already possesses comprehensive, technical expertise in platform selection for AI tools. Not appropriate for projects seeking broad, general guidance on all available AI development platforms beyond Claudia's ecosystem.
- 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
- Is Product-Manager-Skills or agent-toolkit more popular on GitHub?
- Product-Manager-Skills has more GitHub stars (6,273 vs 2,307). Stars measure visibility, not whether either tool fits your constraints.
- Are Product-Manager-Skills and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (Product-Manager-Skills: Other, agent-toolkit: MIT).
- Where can I find alternatives to Product-Manager-Skills or agent-toolkit?
- GraphCanon lists graph-backed alternatives at Product-Manager-Skills alternatives and agent-toolkit alternatives (Product-Manager-Skills markdown twin, agent-toolkit 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, Product-Manager-Skills or agent-toolkit?
- Product-Manager-Skills: Active. agent-toolkit: Slowing. 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 Product-Manager-Skills and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Product-Manager-Skills trust report; agent-toolkit trust report.