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 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

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.

Detect agent capabilities and manage context intelligently

Monitor and triage GitHub issues against design docs and implementation status. Use when user asks to "check issues", "triage issues", "sync issues", "what issues are open", or wants to ensure issues are up-to-date with development progress.

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Agent development tools - generation and validation. Use when creating new agent templates from scaffolding, or validating and linting existing agent profiles for correctness and completeness.

ENFORCEMENT tool that detects when Skills automation is duplicated in agent definitions, lessons learned, or process docs. Prevents "single source of truth nightmare" by finding bash commands, step-by-step procedures, or process descriptions that replicate Skills. BLOCKING AUTHORITY - workflow cannot complete with violations.

Meta-skill for managing Claude Code Skills for the Ascend platform documentation.

Example of a properly self-contained skill following all best practices

Find AILANG vs Python eval gaps and improve prompts/language. Use when user says 'find eval gaps', 'analyze benchmark failures', 'close Python-AILANG gap', or after running evals.

Convert between Markdown, DOCX, and PDF formats bidirectionally. Handles text extraction from PDF/DOCX, markdown to document conversion. Use when converting document formats or extracting structured content from Word or PDF files.