Mandatory architectural and intent-alignment phase before code generation, feature modification, or stack scaffolding. Use when the task needs constraint mapping, design clarification, or explicit architecture approval before implementation.
Execute a written implementation plan in a separate session with explicit review checkpoints. Use when the user already has a plan and wants focused implementation against it.
Organize complex work with file-based planning artifacts such as task_plan.md, findings.md, and progress.md. Use when the user needs a multi-step task, project, or research effort broken down and tracked across many tool calls.
Write detailed implementation plans from specs or requirements before touching code. Use when the user has a multi-step task that needs a concrete execution plan first.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include…
Calculate key financial ratios and metrics from financial statement data for investment analysis. Use when the user needs ratio analysis, company performance review, or valuation support from financial statements.
Apply consistent corporate branding and styling to generated documents, including colors, fonts, layouts, and messaging. Use when the user needs branded deliverables or asks to follow company design standards.
Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when documenting architecture, system design, data flows, or technical workflows.