wicked-garden

AI-Native SDLC — the complete software development lifecycle as a single Claude Code plugin. Code intelligence, delivery metrics, persistent memory, workflow orchestration, brainstorming, and 79 specialist agents across 9 disciplines. Fully standalone with local SQLite storage.

Shared caching layer for Wicked Garden plugins. Namespace isolation, TTL support, and file-aware invalidation (auto-expires when source files change). Install alongside wicked-search or wicked-mem for faster lookups.

Structured memory with signal-based recall. Unlike built-in memory, wicked-mem categorizes memories by type (episodic, decision, procedural, preference), decays stale memories automatically, and only injects context when your question signals need it — preventing context bloat.

Unified code and document search with Symbol Graph, graph traversal, hotspot detection, and multi-project isolation. Multi-ORM data lineage, cross-layer linking, blast radius analysis, symbol enrichment, and wicked-cache integration.

Language-agnostic code generation and change propagation using symbol graphs. 12 generators (Java, Python, TypeScript, Go, C#, Ruby, Kotlin, Rust, PHP, Perl, JSP, SQL) with safety validation and transactional rollback.

Persistent kanban board that survives across sessions. Auto-syncs Claude Code's TaskCreate/TaskUpdate to a durable board with git commit linking, task comments API, activity audit trail, and sprint grouping. Built-in tasks reset each session — kanban remembers everything.

Workflow coordinator with quality gates for intent-driven software delivery. Orchestrates multi-phase projects with embedded QE gates, project archiving, and signal-based specialist routing.

AI-powered brainstorming with dynamic focus groups. Generate diverse perspectives on ideas through persona-based discussion rounds.

Data engineering specialist for pipeline design, data analysis, ML guidance, and analytics architecture. Includes CSV/Excel analysis with DuckDB SQL querying.

Opinionated starter kit with MCP servers and plugin recommendations for a productive Claude Code setup

Build-your-own dashboard for wicked-garden plugins using A2UI protocol. Combines components from kanban, memory, and other plugins into unified, AI-generated interfaces.

Quality Engineering specialist for test strategy, scenario generation, test automation, and shift-left quality practices.

Engineering expertise with commands for planning, review, debugging, architecture, and docs. Includes senior engineers, architects, and technical writers.

Product and design expertise spanning requirements, UX, customer voice, and business strategy. Includes product managers, designers, researchers, and strategists.

Platform engineering expertise spanning DevSecOps, observability, and compliance. Includes SREs, security engineers, compliance officers, and infrastructure specialists.

Delivery management expertise spanning PMO, experimentation, effort allocation, and risk monitoring. Includes delivery managers, cost analysts, rollout coordinators, and phase/signal effort breakdowns.

Ecosystem multiplier — automatically gathers context from installed plugins (memories, tasks, code search, brainstorms) before Claude responds. The more plugins you install, the smarter it gets. Confidence-based routing: fast path for simple queries, comprehensive assembly for complex ones.

Agentic architecture review, design guidance, and optimization for AI systems built with LLMs, agents, and workflows. Detects frameworks, analyzes agent topologies, scores patterns, and provides actionable recommendations.

E2E testing via human and agent-readable markdown scenarios that orchestrate lightweight open-source CLI tools. Covers API, browser, performance, infrastructure, security, and accessibility testing with graceful degradation when tools are missing.