Software Developers

Use when writing or reviewing Python backend code that involves error handling, data migrations, service-layer functions, cross-module API calls, or constant definitions

sumrae4120

Sales & Marketing

Manages deprecation and migration. Use when removing old systems, APIs, features, or skills. Use when migrating consumers from one implementation to another. Use when deciding whether to maintain or sunset existing code.

sumrae4120

Machine Learning

HackProduct Learner DNA System

Learner DNA competency system for HackProduct — 6-axis scoring with role-weighted ELO updates, trend analysis, weakness identification, and adaptive recommendations. Use when building competency updater, DNA API, CompetencyRadar, trend analyzer, or any learner_competencies code. Triggers on: competency, learner DNA, radar chart, trend, weakness, recommendation, ELO, skill profile, progress.

sunboy0

LLM & AI

Llm Cost Optimizer

Use when you need to reduce LLM API spend, control token usage, route between models by cost/quality, implement prompt caching, or build cost observability for AI features. Triggers: 'my AI costs are too high', 'optimize token usage', 'which model should I use', 'LLM spend is out of control', 'implement prompt caching'. NOT for RAG pipeline design (use rag-architect).

sumrae4120

Knowledge Base

Lint Memory

Run health checks on project memory files — broken links, orphan memories, stale entries, contradictions, oversized index lines

sumrae4120

CI/CD

Production Readiness Check

Pre-ship readiness check across SECURITY / DATABASE / DEPLOYMENT / CODE. Runs as claude-flow Phase 6 reviewer or standalone via `/production-readiness`. Advisory — reports findings, user decides.

sumrae4120

Debugging

Session Learnings

Capture lessons after commits

sumrae4120

Sales & Marketing

Prompt Optimization

Analyze prompt performance across explorers, architects, and reviewers. Promote winners, generate challengers. Triggered by session-learnings or manually.

sumrae4120

Debugging

Redmine

Redmine integration skill - URL parsing, issue query and management (Rust implementation)

Sunalamye0

CI/CD

Shipping Workflow

End-to-end ship pipeline — commit, push, PR, 10-step review, fix, CI, merge. Use on "ship it", "done", "merge it", "push it", "deliver this".

sumrae4120

Debugging

Smart Exploration

Task-typed codebase exploration. Classifies the task and returns tuned subagent prompts instead of generic ones. Use when exploring a codebase before implementation — standalone or from any workflow.

sumrae4120

Mobile

Webviewbridge Guide

Guide for using WebViewBridge Swift package to build WebPage (macOS 26.0+) bridges with JavaScript injection and bidirectional communication. Use when integrating WebPage with Swift, injecting JavaScript, or handling JS↔Swift messaging.

Sunalamye0

Frontend

Page Layer

This skill should be used when the user asks to 'create a page', 'add a route', 'create a layout', 'add metadata', or 'set up a dynamic route'. Provides guidance for Next.js 15 App Router pages, layouts, and route handlers in app/**/*.tsx.

sun33t0

Code Quality

Json Config Value Reader

Read configuration files ending in .json and return corresponding values with clear validation and error handling. Use for config loaders, startup settings, and API-safe JSON lookup helpers in Python projects.

sun4github0

Security

Better Auth

Better Auth integration using shared secret for JWT tokens between Next.js frontend and FastAPI backend for Phase 2 Todo application. Simpler approach using HS256 algorithm with shared BETTER_AUTH_SECRET.

Sunaina-ismail0

Backend

Fastapi Development

FastAPI development for Todo application Phase 2 with JWT authentication, SQLModel integration, and secure API endpoints. Includes dependency injection, error handling, and REST API patterns for Next.js integration.

Sunaina-ismail0

Productivity & Integration

Browser Use

Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.

Sunaina-ismail0

Full Stack

Shadcn Ui Development

Comprehensive guide for using shadcn/ui with Next.js 16 and TypeScript for the Todo application Phase 2. Includes installation, configuration, and component usage patterns.

Sunaina-ismail0

Git Workflows

Commit

Create a git commit from already-staged files following Angular convention. Use when the user wants to commit staged changes.

sunanmau50

Git Workflows

Commit

Create a git commit from already-staged files without changing the index. Use when the user wants to commit what is currently staged, especially when they ask to commit staged changes, create a commit message, or follow Angular commit conventions.

sunanmau50

E-commerce Development

HackProduct Challenge Delivery

Challenge delivery system for HackProduct — listing, filtering, loading FLOW steps, managing attempts, and the workspace state machine. Use when building challenge list API, detail API, step loading, attempt management, workspace page, or FlowStepper. Triggers on: challenge list, detail, load step, start attempt, resume, workspace, FLOW stepper, taxonomy filters, option shuffling, state machine.

sunboy0

Game Development

Battle System

Add or modify battle system features in the card battle game. Covers buff/debuff systems, damage calculation, phase execution, and card effect implementation. Use for "add buff", "modify damage calculation", "new battle feature" requests. 使用時: 「battle-systemを使用します」

sunbreak-pro0

Game Development

Camp Facility

Add or modify camp facilities in the card battle game. Covers shop, guild, blacksmith, sanctuary, and library functionality. Use for "add shop item", "create new facility", "modify guild feature" requests. 使用時: 「camp-facilityを使用します」

sunbreak-pro0

Divination & Mysticism

Character Class Creator

Add new character classes to the card battle game. Covers class data definition, initial deck configuration, and class-specific mechanic implementation. Use for "add new class", "implement character" requests. 使用時: 「character-class-creatorを使用します」

sunbreak-pro0

Architecture Patterns

Debugging Active

Hands-on debugging workflows for investigating live bugs in the card battle game. Covers debug instrumentation, state inspection, diagnostic trees, and step-by-step domain-specific debugging procedures. Use for "debug why X happens", "investigate bug", "trace issue", "find root cause" requests. 使用時: 「debugging-activeを使用します」

sunbreak-pro0

Architecture Patterns

Debugging Error Prevention

Debug issues and prevent errors in the card battle game. Covers error boundaries, type safety, async error handling, state debugging, and common pitfall prevention. Use for "debug X", "fix error", "why is X failing", "prevent bugs" requests. 使用時: 「debugging-error-preventionを使用します」

sunbreak-pro0

Game Development

Dungeon System

Add or modify dungeon exploration systems in the card battle game. Covers map generation, node types, return system, and depth progression. Use for "add dungeon node", "modify map generation", "implement return system" requests. 使用時: 「dungeon-systemを使用します」

sunbreak-pro0

Software Developers

Software Developers

Courierflow Api

Courierflow Git

Courierflow Integrations

Defensive Backend Flows

Deprecation And Migration

HackProduct Learner DNA System

Llm Cost Optimizer

Lint Memory

Production Readiness Check

Session Learnings

Prompt Optimization

Redmine

Shipping Workflow

Smart Exploration

Webviewbridge Guide

Page Layer

Json Config Value Reader

Better Auth

Fastapi Development

Browser Use

Shadcn Ui Development

Commit

Commit

HackProduct Challenge Delivery

Battle System

Camp Facility

Character Class Creator

Debugging Active

Debugging Error Prevention

Dungeon System