Discover Databases skills, compare source repositories and read the instructions for each workflow.
SaaS unit economics and growth strategy. Use for LTV, CAC, MRR/ARR analysis, payback period, churn analysis, Rule of 40, and SaaS financial modeling. Triggers on "unit economics", "ltv", "cac", "mrr", "arr", "c...
Marketing funnel modeling and conversion metrics. Use for ad spend analysis, CPM/CPC optimization, landing page conversions, waitlist economics, and funnel modeling. Triggers on "ad spend", "cpm", "cpc", "conve...
This skill is for interface design — dashboards, admin panels, apps, tools, and interactive products. NOT for marketing design (landing pages, marketing sites, campaigns).
Work with Tautulli analytics integration for Plex streaming metrics. Use when building analytics features, adding charts, fetching streaming data, working with watch history, or analyzing user activity patterns...
Gradle build configuration standards for Java projects. Covers version catalogs, dependency bundles, multi-module setup, BOM management, and common troubleshooting. Use when configuring Gradle builds or reviewi...
RFC-33 compliant gRPC service standards for Java services. Covers protobuf contracts, service implementation, resilience patterns (retry, bulkhead, circuit breaker), and linting. Use when creating or maintainin...
Enforce Common Changelog format with Unreleased section extension. Validates changelog on commits, generates from git history, and ensures all merged PRs are documented. Use when setting up changelog workflows...
Enforces consistent coding standards across the codebase including naming conventions, code organization, and documentation requirements. Use when writing new code, reviewing pull requests, or refactoring exist...
Upgrade from Gradle 8.x to Gradle 9.x with plugin compatibility updates. Required for Java 25 support. Includes plugin version mappings and migration patterns.
RFC-34 compliant structured logging standards for Java services. Covers JSON log format, structured arguments, required fields, and Logback configuration. Use when implementing or reviewing logging in Java serv...
Validates documentation is synchronized with code changes. Integrates with RFC-37 doclinter for structure validation and pre-push hooks to enforce documentation updates. Use after making significant code change...
Java service standards for Bitso projects. Covers tech stack requirements, project organization, code review guidelines, MapStruct usage, and build verification practices. Use when creating new Java services or...
Upgrade Java services to Spring Boot 3.5.x with all required dependency updates. Use when projects need to upgrade from older Spring Boot versions to 3.5.9+.
SonarQube integration via MCP for Java projects. The MCP server runs remotely and requires no local setup. Use natural language to query issues, analyze code, and check quality gates.
Migrate from AWS SDK for Java v1 (com.amazonaws) to v2 (software.amazon.awssdk). Use when projects need to move away from deprecated AWS SDK v1 to the modern v2 API.
Manage stacked PRs with proper visualization, merge-based updates, and iterative CodeRabbit feedback cycles
Bitso's service documentation standardization based on RFC-37. Validates directory structure, Confluence metadata, and content with bitso-documentation-linter. Use when creating, validating, or fixing markdown...
REST API standards for Java Spring services. Covers Bitso API guidelines, authentication integration, OpenAPI documentation, and RFC-37 service documentation. Use when creating or maintaining REST endpoints.
Fix Dependabot security vulnerabilities in Java/Gradle projects using severity-based processing, dependency substitution strategies, and dependency graph verification. Use when Dependabot alerts need resolution...
Use PIT (Pitest) mutation testing to identify weak tests and improve test quality in Java projects. Finds tests that pass but don't actually verify behavior correctly. Use when improving test suite quality beyo...
Performs security analysis on code changes including credential scanning, input validation, authentication checks, and dependency vulnerability assessment. Use when reviewing code for security issues or before...
Systematic workflow for CodeRabbit reviews - local CLI, PR threads, and commit attribution
Version catalog strategy, dependency management, BOMs, and version constraints for Java/Gradle projects. Covers version centralization, never-downgrade policy, bundle patterns, resolution strategies, and compat...
GitHub CLI commands and workflows for managing pull requests, CI checks, CodeRabbit reviews, and branch protection
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