digital ghost

Idempotent Redundancy

The English summary is being prepared. Showing the original description.

React, Next.js, TypeScript frontend patterns - component design, state management, performance

The English summary is being prepared. Showing the original description.

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.

The English summary is being prepared. Showing the original description.

Multi-page deep crawling - documentation sites, wikis, knowledge bases

The English summary is being prepared. Showing the original description.

Adaptive content summarization - auto-detect content type and produce relevant summary

The English summary is being prepared. Showing the original description.

Competitive intelligence - extract features, pricing, tech stack from competitor sites

The English summary is being prepared. Showing the original description.

Marketing analytics - UTM, attribution, CAC, ROAS, conversion tracking.

The English summary is being prepared. Showing the original description.

Implement technical plans from thoughts/shared/plans with verification

The English summary is being prepared. Showing the original description.

Implement technical plans from thoughts/shared/plans with verification

The English summary is being prepared. Showing the original description.

Agent arasi iletisim sablonlari. Standard handoff, QA verdict (PASS/FAIL), escalation, bug report, security finding ve status update formatlari.

The English summary is being prepared. Showing the original description.

Protobuf schema design, streaming patterns, interceptor chains, deadline propagation, and error handling for gRPC services.

The English summary is being prepared. Showing the original description.

Growth engineering - PLG, referral, viral loops, onboarding optimization.

The English summary is being prepared. Showing the original description.

Schema design, resolver patterns, DataLoader, N+1 prevention, and subscription patterns for GraphQL APIs.

The English summary is being prepared. Showing the original description.

Search GitHub code, repositories, issues, and PRs via MCP

The English summary is being prepared. Showing the original description.

Git Commit Rules

The English summary is being prepared. Showing the original description.

Cloud Run deployment, BigQuery optimization, Pub/Sub patterns, IAM best practices

The English summary is being prepared. Showing the original description.

Phase transition validation with artifact checklists, PASS/FAIL/CONDITIONAL gates for workflows

The English summary is being prepared. Showing the original description.

Single page smart extraction - articles, docs, blog posts to clean markdown

The English summary is being prepared. Showing the original description.

Graceful Degradation with Helpful Messages

The English summary is being prepared. Showing the original description.

GitHub MCP Server ile GitHub API erisimi. Repo, issue, PR, code search, release yonetimi.

The English summary is being prepared. Showing the original description.

Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.

The English summary is being prepared. Showing the original description.

Implementation agent that executes a single task and creates handoff on completion

The English summary is being prepared. Showing the original description.

Pod design patterns, sidecar containers, init containers, config management, rolling updates, and resource limits.

The English summary is being prepared. Showing the original description.

Structured data extraction - tables, pricing, products, API endpoints with schema

The English summary is being prepared. Showing the original description.