Use when implementation is complete, all tests pass, and you need to decide how to integrate the work — guides merge, PR, or cleanup options

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first. Enforces RED-GREEN-REFACTOR cycle with iron-law compliance.

Research competitor positioning, ads, pricing, and market gaps

Create precision-targeted LinkedIn ad campaigns for specific ICP segments — translates CRM data to LinkedIn targeting

Meta Conversions API (CAPI) Setup Reference — architecture, event types, customer information hashing, deduplication, implementation examples, AEM, and testing

Schema.org Structured Data Reference — JSON-LD examples for every major schema type, rich results eligibility, testing tools, and implementation patterns

Mine your actual subject-line history from Klaviyo / Mailchimp / Rule / Get a Newsletter, find the patterns that work for YOUR list, and generate tuned candidates

Parse specifications and create implementation plans with task tracking in Notion

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Audit competitors using ScaleBrick's 3-surface framework (social, web/pages, SEO). Categorizes their pricing, features, and landing pages. Identifies gaps you can exploit, positioning angles no one is claiming, and specific moves you can make this week.

Designs and implements Spring Data JPA repositories, projections, query patterns, custom repositories, CQRS read models, entity relationships, and persistence performance fixes for Java 25 and Spring Boot 4 projects. Use when the task needs repository-boundary decisions or concrete JPA implementation patterns from this skill. Do not use for generic SQL help or project-wide migration work that belongs in another skill.

Migrates Spring Boot applications to Boot 4 with Java 25, including related Spring Modulith 2 and Testcontainers 2 upgrade work. Use when the task is a concrete upgrade, dependency transition, starter rename, test-annotation migration, or phased migration plan. Do not use for greenfield project creation or for isolated repository design questions.

Orchestrate the complete malware analysis lifecycle across triage, dynamic analysis, detection engineering, and report writing. Use as the single entry point for any malware analysis task — routes to specialized sub-skills by file type and phase, carries findings between phases, and supports multi-sample batch workflows.

Analyze specialized file types beyond standard PE executables - .NET assemblies, Office macros, PDFs, PowerShell scripts, JavaScript, archives, HTA files, disk images (ISO/IMG/VHD/VHDX), and Linux ELF binaries. Use when you encounter documents, scripts, disk images, or non-Windows executables that require format-specific analysis tools and techniques.

Show available THRUNT threat hunting commands and artifact layout

Initialize a threat hunting case from a signal, detection, intel lead, or analyst suspicion

Turn a signal into testable hunt hypotheses, scope, datasets, and success criteria

Audit milestone completion against original intent before archiving

Show available THRUNT commands and usage guide

Generate UI design contract (UI-SPEC.md) for frontend phases

Update THRUNT to latest version with changelog display

42crunch

ab-tasty

activeprospect

aeroleads

amara

amazon-sagemaker

api-to-every-ecommerce-cart-and-marketplace

api-void

apiary

apimetrics

apolloio

appcircle

applitools

appveyor

artilleryio

assertible

attendance-giriton

authlete

big-cartel

bilionis

bitrise

blackfire

blazemeter

brevo

bright-security

brightpay-uk

brikl

brilliant-directories

browserhub