Use production-agent tutorial playbooks from Agents Towards Production
Use Agents Towards Production when an agent needs code-first tutorial playbooks for production agent features such as state, memory, retrieval, evaluation, deployment, observability, and guardrails.
npx skills add agentskillexchange/skills --skill use-production-agent-tutorial-playbooks-from-agents-towards-production
Use Agents Towards Production as a source-backed playbook when an operator or coding agent is turning an agent prototype into a production-ready workflow. The agent can inspect the upstream tutorial modules, pull the relevant architecture pattern, compare the local implementation against the example, and adapt code for stateful workflows, vector memory, web search, Docker deployment, security guardrails, GPU scaling, browser automation, multi-agent coordination, observability, evaluation, and UI development. Invoke this when a user needs implementation guidance and concrete reference code during agent system hardening rather than a generic explanation or a hosted course. The scope boundary is applying the open-source tutorial repository’s production-agent patterns to a project; it is not a general agent framework, model SDK, course marketplace, or vendor product listing.
What this skill actually does
Inputs and prerequisites: GitHub repository, local coding agent or editor, project repository.
Setup notes: No package install is required for the skill. Open the upstream repository, choose the tutorial module that matches the production-agent concern, and have the coding agent adapt the documented reference code and checks inside the target project.
Source and verification boundary: use https://diamant-ai.com as the canonical reference before running the workflow; keep commands, API calls, CLI usage, and generated outputs reviewable against that upstream source.
Framework fit: publish this as a Multi-Framework workflow only when the operator can invoke the documented toolchain directly, rather than treating the upstream project as a generic product listing.