cifrashub

Design RESTful APIs following best practices

Systematic bug investigation and root cause analysis

Review code quality, patterns, and best practices

Generate commit messages following conventional commits with scope detection

Generate and update technical documentation

Break down features into implementable tasks

Review pull requests against team standards and best practices

Safe code refactoring with step-by-step approach

Security review checklist for code and infrastructure

Generate comprehensive test cases for code

Use when working with ai-context MCP, .context scaffolding, PREVC workflow, plans, agent orchestration, semantic context maps, skills, docs, or context sync.

Use when validating UI behavior with Playwright MCP, browser automation, screenshots, accessibility snapshots, console logs, network requests, navigation, forms, or visual checks.

Use when fetching current external library documentation with Context7, including Next.js, React, Drizzle, Neon SDKs, Tailwind, shadcn, Zustand, or other package APIs.

Use when choosing between MCP/tools in this project, especially Serena, ai-context PREVC, Context7 docs, Playwright browser automation, Neon database, bash, read/edit/search tools, or workflow setup.

Use when working with Neon Postgres, Neon Auth, Neon Data API, database schemas, migrations, query tuning, connection strings, branches, slow queries, or SQL execution.

Use when working with Playwright MCP specifically: browser navigation, accessibility snapshots, element clicks/forms, screenshots, console logs, network requests, and UI regression checks.

Use when working with Serena MCP in this project: semantic code navigation, project activation, memories, symbols, references, diagnostics, and precise code edits.