Systematic feature development workflow for complex features and refactoring using planning-first TDD approach.
Interactive feature design process from rough idea to implementation-ready spec.
Use when implementing a non-trivial feature or enhancement that requires coordinated design, code changes, and verification across…
Optimizes feature engineering pipelines and feature store configurations
Generates feature flag implementations for PHP projects.
Write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout…
Gradual rollout strategies, kill switches, A/B testing integration, flag lifecycle management, and technical debt prevention.
Use when adding, retiring, or auditing feature flags.
Create or normalize a feature folder under `doc/project/features/<feature>/`.
Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.
Apply prioritisation frameworks (RICE, MoSCoW, Kano, ICE, Opportunity Scoring) to rank features and backlog items.
Guides prioritizing a backlog of features or requests using RICE scoring (Reach x Impact x Confidence / Effort) as the primary…
Navigate difficult conversations and deliver constructive feedback using structured frameworks.
Design confirmations, status updates, and notifications that tell users an action registered.
Analyse existing written feedback for quality, specificity, actionability, and impact on student learning.
Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings…
Feedback synthesis — cluster support tickets, NPS verbatims, app store reviews, and churn surveys by theme, separate signal from noise…
Capture how the system feels — energy, momentum, burnout, breakthrough.
Read and extract content from Feishu (Lark) documents using the official Feishu Open API
Feishu document read/write workflows. Activate when the user mentions Feishu docs, cloud docs, or docx links.
Feishu collaborator and permission workflows.