vibeeval
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- ▌ Tldr Router · vibeevalMap code questions to the optimal tldr command by detecting intent and routing to the right analysis layer.
- ▌ API Patterns · vibeevalAPI design, versioning, testing, schema validation, and contract testing patterns for REST and GraphQL APIs.
- ▌ Jpa Patterns · vibeevalJPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
- ▌ Math · vibeevalUnified math capabilities - computation, solving, and explanation. I route to the right tool.
- ▌ MCP Chaining · vibeevalResearch-to-implement pipeline chaining 5 MCP tools with graceful degradation
- ▌ MCP Registry · vibeevalMCP server registry, auto-discovery, configuration, custom server development guide
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- ▌ Pint Compute · vibeevalUnit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
- ▌ Tdd Workflow · vibeevalUse this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
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- ▌ Clickhouse Io · vibeevalClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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- ▌ Sast Patterns · vibeevalStatic Application Security Testing patterns, OWASP Top 10 checklist, language-specific vulnerability patterns, Semgrep rule writing guide, and CI/CD integration. Use when scanning code for security vulnerabilities or writing custom SAST rules.
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- ▌ Test Strategy · vibeevalTest pyramid decision matrix, coverage targets, when to write which test type, mock vs real dependency decisions, and test ROI analysis.
- ▌ Tldr Overview · vibeevalGet a token-efficient overview of any project using file tree, code structure, and call graph analysis.
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- ▌ Hook Developer · vibeevalComplete Claude Code hooks reference - input/output schemas, registration, testing patterns
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- ▌ Implement Task · vibeevalImplementation agent that executes a single task and creates handoff on completion
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- ▌ Redis Patterns · vibeevalData structure selection, pub/sub patterns, Lua scripting, pipelining, and cluster topology strategies.
- ▌ Research Agent · vibeevalResearch agent for external documentation, best practices, and library APIs via MCP tools
- ▌ Secret Scanner · vibeevalPre-push API key and credential scanner - blocks git push if secrets found
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- ▌ Slash Commands · vibeevalCreate and use Claude Code slash commands - quick prompts, bash execution, file references
- ▌ Circuit Breaker · vibeevalAgent hata toleransi ve devre kesici pattern. Ust uste hata yapan agent'i durdur, cooldown uygula, fallback'e gec. Kaskatli hatalari ve sonsuz retry dongularini onler.
- ▌ Secret Patterns · vibeeval30+ service-specific secret detection regex patterns, entropy-based detection, PEM/JWT/Base64 identification, and false positive filtering.
- ▌ Shapely Compute · vibeevalComputational geometry with Shapely - create geometries, boolean operations, measurements, predicates
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- ▌ Soc2 Compliance · vibeevalSOC2 Type II compliance - Trust Service Criteria, access controls, audit logging, change management, incident response, evidence collection
- ▌ System Overview · vibeevalShow how vibecosystem works - agents, skills, hooks, and self-learning pipeline.
- ▌ Workflow Router · vibeevalGoal-based workflow orchestration - routes tasks to specialist agents based on user goals
- ▌ Agent QA Testing · vibeevalAgent davranis testi ve protokol uyumluluk dogrulamasi. Agent'larin tanimli rollerine uygun davranip davranmadigini assertion-based test'lerle olcer. Personality drift, role violation ve output kalite regresyonu tespit eder.
- ▌ Agent Tamagotchi · vibeevalTerminal pet that lives in your statusline. 12 species, 5 stats (DEBUGGING, PATIENCE, CHAOS, WISDOM, SPEED). Reacts to your workflow - happy when tests pass, sad when builds fail, excited during swarm mode. Deterministic species from user ID.
- ▌ Backend Patterns · vibeevalBackend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
- ▌ Caching Patterns · vibeevalRedis caching strategies, cache invalidation, write-through/write-behind, TTL management, and cache stampede protection.
- ▌ Coding Standards · vibeevalUniversal coding standards - naming, formatting, error handling, immutability, SOLID principles
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- ▌ Content Strategy · vibeevalContent marketing strategy - content audit, editorial calendar, SEO optimization, content funnel (TOFU/MOFU/BOFU), performance metrics, developer content, social media planning
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- ▌ Harvest Adaptive · vibeevalAdaptive content summarization - auto-detect content type and produce relevant summary
- ▌ Mutation Testing · vibeevalMutation testing ile test suite kalitesini olc. Stryker, mutmut, go-mutesting destegi.
- ▌ Paywall Strategy · vibeevalMobil 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.
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- ▌ Reverse Document · vibeevalGenerate design docs, ADRs, and concept docs from existing code by reverse engineering intent
- ▌ Browser Debugging · vibeevalChrome DevTools MCP ile browser debugging. Console, network, performance, DOM analizi.
- ▌ Content Marketing · vibeevalIcerik 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.
- ▌ Experiment Engine · vibeevalOtonom 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.
- ▌ Frontend Patterns · vibeevalReact, Next.js, TypeScript frontend patterns - component design, state management, performance
- ▌ Handoff Templates · vibeevalAgent arasi iletisim sablonlari. Standard handoff, QA verdict (PASS/FAIL), escalation, bug report, security finding ve status update formatlari.
- ▌ Insecure Defaults · vibeevalDetect 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.
- ▌ Paywall Optimizer · vibeevalAI-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.
- ▌ Product Analytics · vibeevalProduct analytics - event taxonomy, funnel analysis, A/B testing, retention metrikleri.
- ▌ Research External · vibeevalExternal research workflow for docs, web, APIs - NOT codebase exploration
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- ▌ Braintrust Tracing · vibeevalBraintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging
- ▌ Compound Learnings · vibeevalTransform 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".
- ▌ Growth Engineering · vibeevalGrowth engineering - PLG, referral, viral loops, onboarding optimization.
- ▌ Plan Documentation · vibeevalStructured plan file generation for large tasks -- phased planning, completion tracking, and decision documentation
- ▌ Saas Auth Patterns · vibeevalSaaS authentication and authorization patterns including JWT vs session strategies, multi-tenant isolation, RBAC, API key management, passwordless flows, MFA, and secure session handling.
- ▌ Codex Orchestration · vibeevalOpenAI 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.
- ▌ Compliance Patterns · vibeevalGDPR data handling, audit logging, data classification, retention policies, and consent management for regulatory compliance.
- ▌ Continuous Learning · vibeeval bundleAutomatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
- ▌ Developer Relations · vibeevalDeveloper relations - community building, documentation, DevRel metrics.
- ▌ Differential Review · vibeevalSecurity-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.
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- ▌ Harvest Competitive · vibeevalCompetitive intelligence - extract features, pricing, tech stack from competitor sites
- ▌ Iterative Retrieval · vibeevalPattern for progressively refining context retrieval to solve the subagent context problem
- ▌ Kubernetes Patterns · vibeevalPod design patterns, sidecar containers, init containers, config management, rolling updates, and resource limits.
- ▌ Marketing Analytics · vibeevalMarketing analytics - UTM, attribution, CAC, ROAS, conversion tracking.
- ▌ Pentest Methodology · vibeevalEthical security testing methodology - 5-phase pipeline, OWASP checklist, proof levels, structured findings
- ▌ Persistent Planning · vibeevalPersistent 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 Commits · vibeevalPhase-gated commit workflow for clean git history -- implement, review, test, commit per phase
- ▌ Reputation Patterns · vibeevalAgent reputation scoring, performance tier system, trust calibration, and task affinity matching
- ▌ Resilience Patterns · vibeevalCircuit breaker, bulkhead, retry with jitter, graceful shutdown, health check patterns for production resilience.
- ▌ Revenuecat Patterns · vibeevalRevenueCat SDK entegrasyon pattern'leri. iOS (Swift), Android (Kotlin), React Native ve Flutter icin setup, offerings, entitlement checking, webhook integration, StoreKit 2 migration ve sandbox testing.
- ▌ Session Compression · vibeevalLossless session context compression for token efficiency. Extracts entities, decisions, and state into compact format before context window fills. 10-30x reduction in context size while preserving all actionable information.
- ▌ Smart Model Routing · vibeevalDynamic model selection based on task complexity scoring. Replaces static model mappings with a weighted signal system that picks Opus, Sonnet, or Haiku-class speed per task. Works with agent-assignment-matrix.md.
- ▌ Springboot Patterns · vibeevalSpring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
- ▌ Springboot Security · vibeevalSpring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
- ▌ Tech Radar Patterns · vibeevalThoughtWorks Radar model, technology evaluation framework, ADR format, and stack compatibility analysis
- ▌ Understand Codebase · vibeevalCodebase'i derinlemesine anla. Onboarding, architecture discovery, dependency mapping.
- ▌ Changelog Automation · vibeevalGit history'den otomatik changelog, semantic versioning, release notes, conventional commits
- ▌ CI Pipeline Patterns · vibeevalGitHub Actions workflow templates, matrix builds, caching, and monorepo CI strategies
- ▌ Code Knowledge Graph · vibeevalCodebase'i knowledge graph olarak analiz et. Dependency, call graph, hotspot analizi.
- ▌ Competitive Analysis · vibeevalCompetitive analysis - feature matrix, SWOT, market positioning, benchmark.
- ▌ Concurrency Security · vibeevalTOCTOU prevention, distributed locking, idempotency keys, race condition detection for Node.js and serverless environments.
- ▌ Config Security Scan · vibeevalScan .claude/ directory for security misconfigurations, exposed secrets, unsafe permissions
- ▌ Email Infrastructure · vibeevalEmail delivery infrastructure - DNS authentication (SPF/DKIM/DMARC), subdomain isolation, provider abstraction, template systems, bounce handling, warmup strategy, and deliverability monitoring.
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- ▌ Implement Plan Micro · vibeevalImplement technical plans from thoughts/shared/plans with verification
- ▌ Knowledge Management · vibeevalProje 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.
- ▌ Subscription Pricing · vibeevalAbonelik fiyatlama stratejileri. 3-tier framework, price anchoring, charm pricing, regional pricing (18 ulke), introductory offers, win-back campaigns, churn prevention ve A/B testing methodology.
- ▌ User Story Generator · vibeevalUser story generation - INVEST criteria, acceptance criteria (BDD/Given-When-Then), story mapping, epic decomposition, edge case stories, NFR stories
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- ▌ Saas Launch Checklist · vibeevalPre-launch verification across infrastructure, security, legal, payment, email, analytics, and performance. Day-1 monitoring, rollback plan, incident response skeleton, and post-launch week-1 checklist.