开源专区

TDD workflow for migrations - orchestrate agents, zero main context growth

Show how vibecosystem works - agents, skills, hooks, and self-learning pipeline.

SwiftUI view composition, @Observable patterns, async/await concurrency, TCA architecture, and Combine reactive streams.

Tum ekibi ayni anda devreye sok. Agent'lar paralel calisir, birbirine soru sorar, birlikte gelistirir. Kullanim: /swarm <gorev>

Multi-agent coordination, critical path method, dependency DAG, and agent allocation optimization

Abonelik 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.

Create and configure Claude Code sub-agents with custom prompts, tools, and models

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.

Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.

Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.

SOC2 Type II compliance - Trust Service Criteria, access controls, audit logging, change management, incident response, evidence collection

Dynamic 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-assignme

Create and use Claude Code slash commands - quick prompts, bash execution, file references

Upgrade any skill to v5 Hybrid format using decision theory + modal logic

Self-evolving skill system. Skills are scored after execution (0-100) on 5 dimensions. Score 90+ over 5 runs = crystallized (locked). Score below 30 = auto-repair attempted. Skills improve themselves

Skill Development Rules

Meta-skill for creating and managing Claude Code skills

Autonomous skill lifecycle manager. Reviews skill-compounder drafts, promotes high-confidence patterns, merges duplicates, archives low-quality drafts. Zero manual review required - runs on every sess

Identify dangerous API footguns, surprising default behaviors, and sharp edges in codebases and dependencies. Adapted from Trail of Bits. Use during code review to catch APIs that are easy to misuse,

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

Lossless 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 al

Claude Code session analysis, tool call patterns, efficiency metrics, and anti-pattern detection

Meta tag patterns, structured data (JSON-LD), Core Web Vitals optimization, and SSR/SSG strategies for search visibility.