By tonone-ai
Create, review, and maintain working code samples and tutorials. Assess coverage and language parity, flag broken or stale examples, and produce runnable quickstarts with proper error handling and setup.
Survey existing code samples — coverage, language parity, and freshness.
Review existing code samples for correctness, runnability, and developer experience.
Write a working code sample or tutorial for an API feature or integration pattern.
Uses power tools
Uses Bash, Write, or Edit tools
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npx claudepluginhub tonone-ai/tonone --plugin sampleDesign eval harnesses — task schemas, metrics, dataset versioning, eval-as-code patterns.
Write a hardening playbook — CIS benchmark mapping and implementation steps
Design an evaluation framework for a ML model
Build a forecasting model for a time series
Map product data flows and identify regulatory triggers
Review existing code samples for correctness and developer experience
Engineering discipline layer for Claude Code — 5 workflows, 69 commands, 21 rules, 29 skills, 9 agents organized in 12 packs
Use this agent when evaluating new development tools, frameworks, or services for the studio. This agent specializes in rapid tool assessment, comparative analysis, and making recommendations that align with the 6-day development cycle philosophy. Examples:\n\n<example>\nContext: Considering a new framework or library
A full-stack development framework and toolkit for building scalable applications with integrated deployment and infrastructure management.
(forwward) Lean agent skills for building, shipping, strategy, and growth — no context bloat.
Engineering process for solo founders and teams up to 50 engineers. Agents do architecture, code review, QA, and security. You make two decisions per feature.