IDE & Editors

Use when user says "verify story", "check acceptance criteria", "validate implementation", "is story ready", or asks to verify that an implemented story meets its acceptance criteria - parses acceptance criteria from story description, verifies each with test/code evidence, generates pass/fail report, and updates story status based on results.

Extract structured knowledge from neurosurgical and spine surgery textbooks. Identifies anatomical structures, surgical procedures, complications, and clinical relationships. Use when processing medical PDFs, building surgical knowledge graphs, or creating clinical decision support content. Applies kaizen continuous improvement from prior extractions.

Token-efficient code reading protocol using Serena's progressive disclosure pattern (90-95% token savings). Provides mandatory workflow, tool reference, and common patterns for symbol-level code navigation.

Build amplifier-foundation modules using "bricks and studs" architecture. Covers tool, hook, provider, context, and orchestrator modules with testing, publishing, and best practices.

Prepare manuscripts for journal submission. Use when: (1) Writing research papers, (2) Selecting target journals, (3) Formatting manuscripts, (4) Ensuring reporting guideline compliance, (5) Preparing submission materials.

Guided workflow for maintaining strategic redundancy between Serena memories and project documentation. Use after significant code changes, phase completions, or when new architectural patterns are discovered.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Create comprehensive Product Requirements Documents from initial ideas with modern best practices and templates

Use when a YouTube video transcript is needed e.g. for summarisation or Q&A on the content.

Expert knowledge in Flutter Riverpod state management (2025 best practices). Use when working with Riverpod, Flutter state management, AsyncNotifier, provider types, code generation with riverpod_generator, state synchronization, or when the user mentions data fetching, mutations, reactive state, performance optimization, or testing in Flutter apps. Covers AsyncNotifierProvider patterns, repository architecture, autoDispose, family providers, and common anti-patterns to avoid.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends MiniMax-M2's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. | Sử dụng khi: tạo skill mới, custom skill, skill template.

YouTube video cache operations with Qdrant. Auto-checks cache when YouTube URLs detected. Provides semantic search, verification, ingestion, and archive access. Shows metadata by default, transcript on request.

Comprehensive code documentation standards and guidelines for maintaining up-to-date documentation across Python, HTML, CSS, and JavaScript codebases. Use when creating or modifying code to ensure proper documentation practices and maintainable code.

This skill should be used when Claude needs to ask the user a question, gather user preferences, clarify requirements, make decisions, or get confirmations. It provides guidance on using the AskUserQuestion tool with well-crafted prefilled options to reduce cognitive load and help users who may feel overwhelmed or unsure how to articulate their thoughts.

Bi-directional comparison workflow for config auditing. Compares what agents expect (from templates/standards) against what repositories actually have, presenting differences with remediation options. Use when agents need to audit configs, validate standards compliance, or identify mismatches between expected and actual configurations.

Capture a YouTube video transcript as raw material using `ytt`, storing it in the raw/ directory with minimal metadata for later distillation.

Measure and optimize WebF app performance from the JavaScript side (performance.mark/measure, bundle size, code splitting, debouncing, CSS transforms). Use when the user mentions performance.mark/measure, JS profiling, heavy JS work, bundle size, code splitting, debouncing, or animation performance.

Guides implementation of new MCP tools from specification to production-readycode, following the braiins-pool-mcp-server architecture patterns and bestpractices defined in ARCHITECTURE.md.