Engineering operating model for teams where AI agents generate a large share of implementation output.
Idioma do texto original: inglês
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Engineering operating model for teams where AI agents generate a large share of implementation output.
Idioma do texto original: inglês
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
Idioma do texto original: inglês
REST API design review and best practices. Naming conventions, HTTP methods, pagination, error formats, versioning, breaking change detection, rate limiting, HATEOAS. Use when designing or reviewing APIs.
Idioma do texto original: inglês
Capture architectural decisions made during coding sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it…
Idioma do texto original: inglês
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when…
Idioma do texto original: inglês
Generate step-by-step construction plans for multi-session engineering projects with self-contained context briefs per step.
Idioma do texto original: inglês
Manage carrier portfolios, negotiate freight rates, track carrier performance, allocate freight, and maintain strategic carrier relationships. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing…
Idioma do texto original: inglês
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
Idioma do texto original: inglês
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md.
Idioma do texto original: inglês
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.
Idioma do texto original: inglês
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
Idioma do texto original: inglês
Audit context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
Idioma do texto original: inglês
Patterns for continuous autonomous agent loops with quality gates, evaluations, and recovery controls.
Idioma do texto original: inglês
Automatically extract reusable patterns from agent sessions and save them as learned skills for future use.
Idioma do texto original: inglês
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Idioma do texto original: inglês
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
Idioma do texto original: inglês
Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.
Idioma do texto original: inglês
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Use when the user wants to distribute content across social platforms.
Idioma do texto original: inglês
Customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across multiple jurisdictions. Includes HS classification logic, Incoterms application, FTA utilization, and penalty mitigation. Use when…
Idioma do texto original: inglês
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from…
Idioma do texto original: inglês
Run autonomous multi-step research via Google Gemini Deep Research Agent. Produces cited reports from web sources.
Idioma do texto original: inglês
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
Idioma do texto original: inglês
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Idioma do texto original: inglês
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent…
Idioma do texto original: inglês
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework.
Idioma do texto original: inglês
Electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost management. Includes market structure analysis, hedging strategies, load profiling, and sustainability reporting…
Idioma do texto original: inglês
Evaluation framework for agent sessions implementing eval-driven development (EDD) principles.
Idioma do texto original: inglês
Neural search via Exa MCP for web, code, and company research.
Idioma do texto original: inglês
AI media via fal.ai — image editing, image/video/audio generation. Triggers: edit image, remove object, change background, apply style, generate image, create video, text to speech, make thumbnail.
Idioma do texto original: inglês
Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
Idioma do texto original: inglês
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic…
Idioma do texto original: inglês
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.
Idioma do texto original: inglês
Demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use…
Idioma do texto original: inglês
Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay…
Idioma do texto original: inglês
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
Idioma do texto original: inglês
Pattern for progressively refining context retrieval in multi-agent workflows.
Idioma do texto original: inglês
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Idioma do texto original: inglês
Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
Idioma do texto original: inglês
JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
Idioma do texto original: inglês
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
Idioma do texto original: inglês