GitHub repository operations, automation, and management.
Use the standard go test with table-driven tests as the primary pattern. Use t.Helper() to mark helper functions: Always run tests with…
EMR/EHR development patterns for healthcare applications.
Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case…
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising.
JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and…
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication…
Discover and evaluate Laravel packages via LaraPlugins.io MCP.
AI-native lead intelligence and outreach pipeline.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source…
Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production…
Give the agent its own inbox: send and receive email.
Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
Buy things from real websites on behalf of your human.
Run important decisions, tradeoffs, plans, proposals, or uncertain judgment calls through a Codex subagent council with independent…
Creates minimal, effective AGENTS.md files using progressive disclosure.
Generates AGENTS.md files for repository folders — coding agent context files with build commands, testing instructions, code style…
Generate or update repository-specific AGENTS.md instruction files from real repo evidence.
Use when migrating a Microsoft 365 Agents SDK agent that uses ActivityHandler or TeamsActivityHandler to AgentApplication.