Autonomous experiment loop: hypothesize > modify > test > evaluate > keep/discard > repeat. Run N experiments automatically with measurable metrics. Works for performance optimization, A/B testing, prompt engineering, and any measurable improvement task.

Explicit Identity Across Boundaries

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

frontend-dev

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

fullstack-dev

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

GDPR compliance - data subject rights, lawful basis, DPIA, privacy by design, breach notification, consent management, cross-border transfers, PII masking

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

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

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

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

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

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

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

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

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

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

Implement technical plans from thoughts/shared/plans with verification

Implement technical plans from thoughts/shared/plans with verification

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

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.

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

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.

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

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

KVKK and GDPR compliance patterns - consent management, right to erasure, breach notification, audit logging, cookie consent, and data classification.

Progressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern.

Hizlica kural/ogrenim kaydet. CLAUDE.md'ye ve memory'ye yazar. Kullanim: /learn <kural>

k6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies.

Multi-layer cognitive stack for machine-verified mathematical problem solving across 14 sub-disciplines.

Problem-solving strategies for graph algorithms in graph number theory

Problem-solving strategies for channel capacity in information theory

Problem-solving strategies for entropy in information theory

Hierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions). Semantic search across all memories with zero cloud dependency.

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Mutation testing ile test suite kalitesini olc. Stryker, mutmut, go-mutesting destegi.

OIDC flows, PKCE implementation, token refresh strategies, social login integration, and secure session management.

Structured logging with Pino/Winston, OpenTelemetry tracing, metrics collection, Grafana dashboards, and alerting rules.

AI-powered paywall optimizasyon. Sektore gore otomatik analiz, A/B test senaryolari, churn prediction sinyalleri, push notification stratejileri, agresif satis teknikleri ve RevenueCat Experiments entegrasyonu. paywall-strategy, revenuecat-patterns ve subscription-pricing skill'lerinin ustune insa eder.

Mobil uygulama paywall strateji rehberi. 14 kategori benchmark database, 4 paywall modeli, trial optimizasyonu, placement mapping, pricing psychology, regional pricing (PPP) ve Apple/Google compliance checklist.

Ethical security testing methodology - 5-phase pipeline, OWASP checklist, proof levels, structured findings

Load testing with k6/Artillery, response time thresholds, memory leak detection, N+1 query detection, and CI integration.

Persistent planning system with 3 markdown files (PLAN.md, PROGRESS.md, CONTEXT.md). Use when starting large features, multi-session work, or complex refactoring. Auto-tracks commits in PROGRESS.md.

Phase-gated commit workflow for clean git history -- implement, review, test, commit per phase

Structured plan file generation for large tasks -- phased planning, completion tracking, and decision documentation

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

Generate, edit, and read PowerPoint presentations. Create from scratch with PptxGenJS (cover, TOC, content, section divider, summary slides), edit existing PPTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX, PowerPoint, presentation, slide, deck, slides.

Product Requirements Document writing - PRD templates, MoSCoW prioritization, user personas, competitive analysis, feature specs, acceptance criteria, risk assessment

Product analytics - event taxonomy, funnel analysis, A/B testing, retention metrikleri.