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

Coroutine patterns, Flow operators, Jetpack Compose state management, Ktor routing, and Kotlin Multiplatform shared code.

Proje bilgisini 4 katmanli yapida organize et. Aktif projeler, sorumluluk alanlari, referans kaynaklar ve arsiv. Progressive summarization ile bilgiyi katman katman ozumse. Second brain pattern'i ile codebase bilgisini yapilandir.

Knowledge graph integration for token-efficient codebase understanding. Uses codebase-memory MCP for AST indexing, dependency graphs, and smart context selection. 6-71x token savings vs raw file reading.

Topic design, partition strategies, consumer group patterns, exactly-once processing, and dead letter queue handling.

Pattern for progressively refining context retrieval to solve the subagent context problem

Detect fail-open configurations, hardcoded secrets, weak authentication defaults, permissive CORS, disabled security features, and other insecure-by-default patterns. Adapted from Trail of Bits. Use during security review or when auditing configuration and initialization code.

Incident severity classification, runbook templates, root cause analysis, and post-incident review

Complete Claude Code hooks reference - input/output schemas, registration, testing patterns

Hızır'ın kullanım kılavuzu. Tüm komutlar, agent'lar, workflow'lar, sistemler burada. /hizir yaz, her şeyi gör.

HIPAA compliance - PHI protection, technical/administrative/physical safeguards, minimum necessary standard, BAA requirements, de-identification, access logging

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

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

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

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

Graceful Degradation with Helpful Messages

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

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

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

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

Claude Code Action entegrasyonu - PR review ve issue-to-fix workflow kurulumu

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

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

React Hook Form + Zod integration, multi-step forms, optimistic validation, server-side error mapping, and file upload patterns.

Gradual rollout strategies, kill switches, A/B testing integration, flag lifecycle management, and technical debt prevention.

Use this skill when making any factual claim about the codebase — existence, absence, or behavior. Converts the claim-verification rule into a systematic action protocol that prevents false assertions from grep-only results.

Curated catalog of 60+ external Claude Code skills across 8 categories with quality rankings, install instructions, and fallback strategies

Otonom deney dongusu. Kod degisikligi yap, olc, karsilastir, kabul et veya geri al. Metrik bazli karar verme ile performans, boyut veya kalite optimizasyonu. Tek basina veya agent ile kullan.

Message queue patterns with BullMQ, Kafka, RabbitMQ - saga, outbox, dead letter queue, exactly-once semantics.

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

React error boundary hierarchy, fallback UI patterns, offline-first fallback, retry mechanisms, and graceful degradation.

Email delivery infrastructure - DNS authentication (SPF/DKIM/DMARC), subdomain isolation, provider abstraction, template systems, bounce handling, warmup strategy, and deliverability monitoring.

Mapping design, query optimization, aggregation patterns, index lifecycle management, and search relevance tuning.

Dockerfile best practices, multi-stage builds, docker-compose, container networking, volume management, and image optimization.

Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

Security-focused differential code review with blast radius analysis, risk-adaptive depth (DEEP/FOCUSED/SURGICAL), git history correlation, and structured finding format. Adapted from Trail of Bits. Use when reviewing PRs, commits, or code changes for security implications.

PR size-based review depth, performance review checklist, architecture conformance checks, and framework-specific review patterns.

Developer relations - community building, documentation, DevRel metrics.

Generate design systems with color palettes, typography, spacing scales, component tokens, and Tailwind config

Generate comprehensive PR descriptions following repository templates

Dependency graph visualization, circular dependency detection, CVE scanning, and license compliance

Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.

ETL/ELT patterns, batch vs streaming, idempotency, data quality framework, and pipeline orchestration

Create handoff document for transferring work to another session

Cloud cost optimization, token/API cost tracking, build time optimization, and FinOps patterns

Pact consumer-driven contracts, provider verification, schema evolution

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Create or update continuity ledger for state preservation across clears

Icerik pazarlama ve SEO odakli yazi uretimi. AI slop temizleme (30+ pattern), icerik kalite skorlama (5 boyut), watermark temizleme, copywriting formulleri (AIDA, PAS, BAB), programmatic SEO ve icerik stratejisi.

TOCTOU prevention, distributed locking, idempotency keys, race condition detection for Node.js and serverless environments.

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".

Design system token management, component API design, Storybook, and visual regression testing patterns

GDPR data handling, audit logging, data classification, retention policies, and consent management for regulatory compliance.

Completion Check: Verify Infrastructure Is Wired

Commit mesajlarina yapilandirilmis karar trailer'lari ekle. Constraint, Rejected, Confidence, Scope-risk, Not-tested trailer'lari ile karar baglamini koru.

Gorev tipine gore dusunme modu secimi. 5 mod -- analytical (derin analiz), creative (yaratici cozum), systematic (adim adim), rapid (hizli aksiyon), debug (hata izleme). Her mod farkli prompt stratejisi ve karar agaci kullanir.

Universal coding standards - naming, formatting, error handling, immutability, SOLID principles

OpenAI Codex CLI + Claude Code (Hizir) birlikte kullanim rehberi. Is dagitim pattern'leri, GitHub Actions workflow ornekleri, review dongusu ve iki AI yazilim asistaninin guclu yanlarini birlestiren orchestration stratejileri.