--- title: "agents-towards-production vs pm-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nirdiamant-agents-towards-production-vs-phuryn-pm-skills" tools: ["nirdiamant-agents-towards-production", "phuryn-pm-skills"] --- # agents-towards-production vs pm-skills *GraphCanon updated Oct 9, 2026* ## Verdict Pick agents-towards-production if agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr; pick pm-skills if pM Skills provides a broad range of plugins for Codex to assist with product management tasks from discovery through growth. [agents-towards-production](https://diamant-ai.com) reports 21k GitHub stars, 2.8k forks, and 15 open issues, last pushed Aug 15, 2026. [pm-skills](https://www.productcompass.pm/p/pm-skills-2-red-team-ship) has 27k stars, 2.8k forks, and 43 open issues, last pushed Sep 14, 2026. Figures are from public GitHub metadata via [agents-towards-production's repository](https://github.com/NirDiamant/agents-towards-production) and [pm-skills's repository](https://github.com/phuryn/pm-skills). | | [agents-towards-production](/tools/nirdiamant-agents-towards-production.md) | [pm-skills](/tools/phuryn-pm-skills.md) | | --- | --- | --- | | Tagline | End-to-end, code-first tutorials for building production-grade GenAI agents | A repository of PM-related skills and plugins for Codex. | | Stars | 21,298 | 26,845 | | Forks | 2,824 | 2,844 | | Open issues | 15 | 43 | | Language | Jupyter Notebook | - | | Adopt for | agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr | PM Skills provides a broad range of plugins for Codex to assist with product management tasks from discovery through growth. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | AI Agents | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agents-towards-production](/tools/nirdiamant-agents-towards-production.md) | [pm-skills](/tools/phuryn-pm-skills.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 3d | 24d | | Open issues (now) | 15 | 43 | | Stars delta | +191 (30d) | +825 (30d) | | Open issues delta | +4 (30d) | +1 (30d) | | Full report | [trust report](/tools/nirdiamant-agents-towards-production/trust.md) | [trust report](/tools/phuryn-pm-skills/trust.md) | ## Decision facts: agents-towards-production - **Adopt for:** agents-towards-production is an open-source project focused on providing comprehensive, step-by-step tutorials for developing AI agents from the prototype stage to enterprise-ready deployment. This guide includes best-pr ## Decision facts: pm-skills - **Adopt for:** PM Skills provides a broad range of plugins for Codex to assist with product management tasks from discovery through growth. ## Choose when ### Choose agents-towards-production if… - License: agents-towards-production is Other, pm-skills is MIT. - Tags unique to agents-towards-production: agent-framework, agentic-ai, deployment, genai. - * When you aim to deploy AI agents using cloud services such as AWS Bedrock AgentCore Runtime, where automatic infrastructure management and standardized communication patterns are key. ### Choose pm-skills if… - License: pm-skills is MIT, agents-towards-production is Other. - Tags unique to pm-skills: codex-platform, plugins, product-management. - When you need comprehensive support across multiple phases of product management on the Codex platform ## When NOT to use agents-towards-production - * If your enterprise strictly forbids using cloud services; this tool emphasizes both cloud and on-prem deployment strategies but may not fit entirely on-prem infrastructures. - * When you are looking for a fully managed service without code-first or tutorial-guided approaches, as 'agents-towards-production' focuses heavily on hands-on tutorials and end-to-end guide creation. - * If your specific AI agent workload does not align with the foundational deployment patterns covered (containerization, AWS Bedrock, Ollama on-prem solutions, Runpod GPU deployment), other tools may, - other_remarks_and_conditions_of_use_or_nonuse_examples_with_links_or_code_snippets_e.g_github_issues__pull_requests__branch_names_etc_that_affect_anyoftheabove_can_be_cited_if_pertinent. ## When NOT to use pm-skills - Avoid if you require specific Claudia Code slash commands, as they do not function identically in Codex - Not suitable for users who prefer to cherry-pick individual skills rather than installing whole plugins ## Common questions ### What is the difference between agents-towards-production and pm-skills? agents-towards-production: End-to-end, code-first tutorials for building production-grade GenAI agents. pm-skills: A repository of PM-related skills and plugins for Codex.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agents-towards-production over pm-skills? Choose agents-towards-production over pm-skills when License: agents-towards-production is Other, pm-skills is MIT; Tags unique to agents-towards-production: agent-framework, agentic-ai, deployment, genai; * When you aim to deploy AI agents using cloud services such as AWS Bedrock AgentCore Runtime, where automatic infrastructure management and standardized communication patterns are key. ### When should I choose pm-skills over agents-towards-production? Choose pm-skills over agents-towards-production when License: pm-skills is MIT, agents-towards-production is Other; Tags unique to pm-skills: codex-platform, plugins, product-management; When you need comprehensive support across multiple phases of product management on the Codex platform. ### When should I avoid agents-towards-production? * If your enterprise strictly forbids using cloud services; this tool emphasizes both cloud and on-prem deployment strategies but may not fit entirely on-prem infrastructures. * When you are looking for a fully managed service without code-first or tutorial-guided approaches, as 'agents-towards-production' focuses heavily on hands-on tutorials and end-to-end guide creation. * If your specific AI agent workload does not align with the foundational deployment patterns covered (containerization, AWS Bedrock, Ollama on-prem solutions, Runpod GPU deployment), other tools may, other_remarks_and_conditions_of_use_or_nonuse_examples_with_links_or_code_snippets_e.g_github_issues__pull_requests__branch_names_etc_that_affect_anyoftheabove_can_be_cited_if_pertinent. ### When should I avoid pm-skills? Avoid if you require specific Claudia Code slash commands, as they do not function identically in Codex Not suitable for users who prefer to cherry-pick individual skills rather than installing whole plugins ### Is agents-towards-production or pm-skills more popular on GitHub? pm-skills has more GitHub stars (26,845 vs 21,298). Stars measure visibility, not whether either tool fits your constraints. ### Are agents-towards-production and pm-skills open source? Yes - both are open-source projects on GitHub (agents-towards-production: Other, pm-skills: MIT). ### Where can I find alternatives to agents-towards-production or pm-skills? GraphCanon lists graph-backed alternatives at [agents-towards-production alternatives](/tools/nirdiamant-agents-towards-production/alternatives) and [pm-skills alternatives](/tools/phuryn-pm-skills/alternatives) ([agents-towards-production markdown twin](/tools/nirdiamant-agents-towards-production/alternatives.md), [pm-skills markdown twin](/tools/phuryn-pm-skills/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/nirdiamant-agents-towards-production-vs-phuryn-pm-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agents-towards-production or pm-skills? agents-towards-production: Very active. pm-skills: 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 agents-towards-production and pm-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agents-towards-production trust report](/tools/nirdiamant-agents-towards-production/trust); [pm-skills trust report](/tools/phuryn-pm-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nirdiamant-agents-towards-production`](/api/graphcanon/graph?tool=nirdiamant-agents-towards-production) - 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/_