Coding & Refactoring

Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing

Unified code intelligence MCP server — structure, intent, and memory

Spec-driven development methodology for Claude Code. Provides skills for requirements engineering (EARS format), design documentation, task breakdown, AI prompting strategies, quality assurance, and troubleshooting.

Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API

Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate

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AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python

E2E testing with Playwright - Page Objects, cross-browser, CI/CD

Shell and coding agent for Claude and other mcp clients

Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches

Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

Curated coding standards, style guides, and best practices across 30+ programming languages and frameworks. Provides instant access to industry-leading resources from Airbnb, Google, Uber, and more.

Task-scoped memory lifecycle — typed MnemoGraph prevents lossy context compaction by treating facts/decisions/code-refs/handoffs as distinct node types with per-type eviction policies

Schema awareness - read before coding, type generation, prevent column errors

MCP server for accessing LSP functionality

Mobile UI patterns - React Native, iOS/Android, touch targets

Create Jira/Asana/Linear tickets optimized for Claude Code execution - AI-native ticket writing

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

Prevent semantic code duplication with capability index and check-before-write

Visual testing - catch invisible buttons, broken layouts, contrast

minecraft-mcp-server MCP server

Multi-person projects - shared state, todo claiming, handoffs

Intent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous development

Agent Plan Visualizer - An Open-Source MCP Server by Sixth

Reddit Ads API - campaigns, targeting, conversions, agentic optimization

gh, vercel, supabase, render CLI and deployment platform setup

Stock analysis MCP server with S&P 500 data, technical indicators, and AI research tools.

React web development with hooks, React Query, Zustand

Python development with ruff, mypy, pytest - TDD and type safety

MCP Server for DOM element pointing - WebSocket bridge for element targeting

Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration

TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically

Multi-agent orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more).

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server

Open-source cross-agent memory layer for coding agents across Cursor, Claude Code, Codex, Windsurf, Gemini CLI, Copilot, Kiro, OpenCode, Antigravity, and Trae via MCP.

Local codebase intelligence + change-safety gates for coding agents. Pre-indexes your repo's symbols, call graph, deps, and git history into SQLite (28 languages, 100% local, zero API keys), then exposes a lean 16-tool MCP core preset: graph-precise search, callers/impact blast radius, coupling, dead code, taint reachability, and pre-merge verify/critique gates that catch regressions, broken references, AI-slop duplication, and convention drift before they ship.

Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws enforcement, and Tidewave MCP integration.

Analyze skill effectiveness across sessions. Computes per-skill metrics (action rate, friction, outcomes), identifies degrading skills, and generates improvement recommendations. Requires session-scan data in metrics.jsonl.

Elixir/Phoenix/LiveView development with specialist agents, Iron Laws, and Tidewave MCP integration

Async-team return-from-absence briefing. /catchup fans out to GitHub, git, Linear, and calendar, then emits one prioritized Context Brief instead of a firehose.

Compute metrics for Claude Code sessions. Discovers via ccrider, filters trivial, computes friction/opportunity/fingerprint scores. Use for broad session triage.

Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws enforcement, and Tidewave MCP integration.

Generate X/Twitter release promotion posts with ASCII tables and CodeSnap rendering. Use when writing release posts, promotion tweets, plugin announcements, or preparing social media content for new versions.

Analyze trends across session metrics. Computes windowed aggregates, deltas, and compares against MEMORY.md findings. Use periodically for progress tracking.

Deep qualitative analysis of high-signal sessions. Spawns subagents with v2 template, synthesizes patterns, compares against known findings. Use after /session-scan.

Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws enforcement, and Tidewave MCP integration.

Guide plugin development workflow — editing skills, agents, hooks, or eval framework in this repo. Use when modifying files in plugins/elixir-phoenix/, lab/eval/, or lab/autoresearch/. Ensures changes pass eval, lint, and tests before committing.