Creating new Claude Code skills for StickerNest. Use when the user asks to create a skill, build a skill, add a new skill, make a Claude skill, or extend Claude's capabilities for this project. Covers skill structure, YAML frontmatter, trigger-focused descriptions, and StickerNest-specific skill patterns.

Converts BPMN 2.0 XML to PNG diagram images. Use when user provides BPMN XML content or file path and asks to visualize, render, or create a diagram from a BPMN process definition.

Create comprehensive bidirectional requirements traceability matrix mapping acceptance criteria → implementation → tests with gap analysis, severity ratings, and coverage assessment. Maps each AC to implementation evidence (files, functions, code snippets) and test coverage (test files, scenarios, priorities). Use during quality review or for compliance audits to verify complete requirements coverage.

Invoke for complex multi-step tasks requiring intelligent planning and multi-agent coordination. Use when tasks need decomposition, dependency mapping, parallel/sequential/swarm/iterative execution strategies, or coordination of multiple specialized agents with quality gates and dynamic optimization.

Comprehensive Kubernetes cluster health diagnostics using dynamic API discovery. Use when checking cluster health, troubleshooting K8s issues, or running health assessments.

Centralized JSON validation for AGENT_SUCCESS_CRITERIA with defensive parsing and injection attack prevention (CVSS 8.2)

DO NOT USE THE APPLICATION NOTE SERVICE. Maintain and organize daily notes for the current project. Create, update, and manage these notes in a structured manner upon user request. Use this skill when the user requests "please make|create|write|add a note...".

Generate user-story-organized task lists from implementation plans. Use when plan exists and user is ready for implementation, mentions "create tasks", "break down work", or asks "what tasks are needed" to implement the feature.

Guide for creating effective GitHub Copilot skills (.github/skills/) in this repository. Use when creating a new skill, updating an existing skill, or when asked about skill structure, format, or best practices for the vscode-documentdb project.

AI-powered code generation toolkit (UV scripts migrated to builder-skill-uvscript)

Guide for creating effective Claude Code skills with proper YAML frontmatter, directory structure, and best practices. Use when creating new skills, updating existing skills, or learning about skill development.

Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features and user needs

Enterprise context and session management with token budget optimization and state persistence

Design, configure, launch, and analyze ablation sweeps for GRPO training. Use for hypothesis testing, hyperparameter experiments, and systematic comparisons.

Iterative UI testing using Playwright MCP server for automated browser interaction and visual verification

Automatically unblock tasks when dependencies are satisfied

Comprehensive persona journey testing and UX verification across all personas

Track development velocity, cycle times, and identify trends for PM decision-making

Best practices for writing high quality production grade Python code

Validates BAZINGA completion claims with independent verification. Spawned ONLY when PM sends BAZINGA. Acts as final quality gate - verifies test failures, coverage, evidence, and criteria independently. Returns ACCEPT or REJECT verdict.