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python-scala-functional
python-scala-functional
benchflow-ai2/7/2026

Guide for translating Python code to functional Scala style. Use when converting Python code involving higher-order functions, decorators, closures, generators, or when aiming for idiomatic functional Scala with pattern matching, Option handling, and...

303
AI 95
ci-cd
code-explore
code-explore
sd0xdev2/21/2026

Pure Claude code investigation. Fast codebase exploration, trace execution paths, understand architecture, diagnose issues. No Codex dependency.

38
AI 95
apici-cd
eio
eio
aresbit2/17/2026

Eio concurrency patterns for OCaml applications. Use when Claude needs to: (1) Write concurrent OCaml code with Eio, (2) Handle network operations with cohttp-eio, (3) Manage resource lifecycles with switches, (4) Implement rate limiting or synchroni...

38
AI 95
apigithub
security-review
security-review
sd0xdev2/13/2026

Security review via Codex MCP. Use when: OWASP Top 10 audit, dependency vulnerability check, security-sensitive changes. Not for: code review (use codex-code-review), test review (use test-review). Output: security findings + audit report.

37
AI 95
ci-cddatabase
code-review
code-review
zjunlp2/12/2026

Provides structured code review guidelines for TypeScript projects. Use when reviewing pull requests, analyzing code quality, or suggesting improvements.

36
AI 95
apidatabase
langchain
langchain
zjunlp2/12/2026

Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chat...

36
AI 95
apici-cd
deployment-correlation
deployment-correlation
incidentfox2/7/2026

Correlate incidents with recent deployments and code changes. Use when investigating if a deployment caused an issue, finding what changed, or identifying the commit that introduced a bug.

263
AI 95
apici-cd
reverse-engineer
reverse-engineer
rmyndharis1/18/2026

Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains. Handles executable analysis, library inspection, protocol extraction, and...

263
AI 95
apiobservability
go-backend-dev
go-backend-dev

Specialist in implementing robust HTTP services and APIs in Go. Activates for "endpoint", "handler", "API", "server".

236
AI 95
apici-cd
go-test-expert
go-test-expert

Expert in Go testing patterns, table-driven tests, httptest, benchmarking, and fuzzing. Activates for "test", "fail", "benchmark", "debug", "fuzz".

236
AI 95
apigithub-actions
handoff
handoff
robertguss3/13/2026

Create a structured session handoff document for continuity across sessions. Use when ending a work session, switching contexts, or before a break. Captures decisions, progress, code changes, and next steps so a future session can pick up where you l...

46
AI 95
apidatabase
serp-analysis
serp-analysis
MadAppGang2/4/2026

SERP analysis techniques for intent classification, feature identification, and competitive intelligence. Use when analyzing search results for content strategy.

224
AI 95
ui-style-format
ui-style-format
MadAppGang2/4/2026

UI design style file format specification with reference image support. Defines the schema for .claude/design-style.md and .claude/design-references/. Use when creating, validating, or parsing project design styles.

224
AI 95
llmprompting
proof-of-work
proof-of-work
MadAppGang2/4/2026

Proof artifact generation patterns for task validation. Covers screenshots, test results, deployments, and confidence scoring.

224
AI 95
ci-cdlinting
new-track
new-track
MadAppGang2/4/2026

Create development track with spec and hierarchical plan through interactive Q&A

224
AI 95
databasegithub-actions
database-patterns
database-patterns
MadAppGang2/4/2026

Use when designing database schemas, implementing repository patterns, writing optimized queries, managing migrations, or working with indexes and transactions for SQL/NoSQL databases.

224
AI 95
database
tailwindcss
tailwindcss
MadAppGang2/4/2026

TailwindCSS v4 patterns with CSS-first configuration using @theme, @source, and modern CSS features. Covers design tokens, CSS variables, container queries, dark mode, and Vite integration. Use when configuring Tailwind, defining design tokens, or le...

224
AI 95
api
mcp-standards
mcp-standards
MadAppGang2/4/2026

MCP server standardization patterns for Claude Code plugins. Use when implementing MCP servers, designing tool interfaces, configuring MCP transports, or standardizing MCP naming conventions. Trigger keywords - "MCP", "MCP server", "MCP tools", "MCP...

224
AI 95
apidatabase
create-tasks
create-tasks
NTCoding2/7/2026

Creates well-formed tasks following a template that engineers can implement. Triggers on: 'create tasks', 'define work items', 'break this down', creating tasks from PRD, converting requirements into actionable tasks, feature breakdown, sprint planni...

223
AI 95
apici-cd
bunjs-architecture
bunjs-architecture
MadAppGang1/23/2026

Use when implementing clean architecture (routes/controllers/services/repositories), establishing camelCase conventions, designing Prisma schemas, or planning structured workflows for Bun.js applications. See bunjs for basics, bunjs-production for de...

217
AI 95
apici-cd
ultrathink-detective
ultrathink-detective
MadAppGang1/23/2026

⚡ Comprehensive analysis skill. Best for: 'comprehensive audit', 'deep analysis', 'full codebase review', 'multi-perspective investigation', 'complex questions'. Combines all perspectives (architect+developer+tester+debugger). Uses Opus model with fu...

217
AI 95
apici-cd
docker-php-extensions-knowledge
docker-php-extensions-knowledge
dykyi-roman2/21/2026

Docker PHP extensions knowledge base. Provides installation patterns for common extensions, build dependency management, and PECL usage.

28
AI 95
apici-cd
interview-skills
interview-skills

Frameworks for technical interviews and salary negotiation. Use for behavioral interview prep (STAR method), technical interview communication, offer evaluation, and compensation negotiation strategies.

28
AI 95
databasellm
ai-tools
ai-tools

Manage AI CLI tools (Claude Code, Gemini CLI, Codex CLI). Use when user asks about AI tool versions, updates, installation, or wants to update their AI CLI tools. Detects installed tools, checks versions, and retrieves update instructions from author...

28
AI 95
github-actionsllm

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