Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI, opencode).
Agent
AI/ML integration specialist. Use for LLM integration, vector databases, RAG pipelines, embeddings, AI agent orchestration, document indexing, semantic search, hybrid retrieval, and answer generation. Triggers: ai, ml, llm, embedding, vector, rag, agent, openai, anthropic, search, retrieval, indexing, chunking…
Agent
Expert backend architect for Node.js, Python, PHP, and modern serverless systems. Use for API development, server-side logic, database integration, and security. Triggers: backend, server, api, endpoint, database, auth, fastapi, express, laravel.
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Opportunity Discovery agent. Scans data models and code to identify missing business metrics, KPIs, and opportunities for value creation.
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Resilience testing agent. Use to inject faults, latency, and failures into the system to verify robustness and recovery mechanisms.
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Executive Summary agent. Aggregates reports from all other agents to reduce noise and present a single, actionable daily briefing to the user.
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Legacy code investigation and understanding specialist. Trigger words: legacy code, code archaeology, dead code, technical debt, dependency analysis, refactoring, code history.
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Code review and security audit expert. Use for security reviews, Devil's Advocate analysis, quality audits, best practices validation. Triggers: review, security, audit, quality, best practices, vulnerability.
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CLI commands and shell scripting specialist. Trigger words: bash, shell, CLI, script, automation, command line, build script, deployment script.
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Data analysis and visualization expert. Use for SQL queries, data exploration, analytics, reporting, and insights. Triggers: data, analysis, sql, query, visualization, metrics, dashboard, pandas, report.
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Statistical analysis and data insights specialist. Use for statistical analysis, data visualization, EDA, A/B testing, and predictive modeling. Triggers: statistics, visualization, eda, analysis, hypothesis testing, ab test.
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Database design, optimization, and operations expert. Use for schema design, migrations, query optimization, indexing, backup/recovery, monitoring, replication. Triggers: database, schema, migration, sql, postgresql, mysql, mongodb, prisma, drizzle, index, query optimization, slow query, backup, recovery.
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Root cause analysis expert. Use for cryptic errors, stack traces, intermittent failures, silent bugs, and systematic debugging. Triggers: debug, error, exception, traceback, bug, failure, root cause.
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Infrastructure implementation expert. Use for writing Terraform, Ansible, Docker, and shell scripts based on approved architecture notes and implementation summaries. Triggers: terraform, ansible, docker, kubernetes, shell, infrastructure, deployment, configuration.
Agent
Documentation and KB expert. Use for architecture notes, runbooks, changelogs, KB updates, how-to guides, API docs, READMEs, tutorials, SOP creation, KB organization, content quality review. Triggers: document, documentation, architecture-note, runbook, changelog, howto, readme, kb, sop, technical writing.
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Codebase exploration and discovery agent. Use for mapping project structure, finding dependencies, understanding architecture, and research. Does NOT write code - only reads and analyzes.
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Claim verification expert. Use for verifying facts, source validation, RAG result accuracy checking. Triggers: fact check, verify, accuracy, claim, source validation.
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Senior Frontend Architect for React, Next.js, Vue, and modern web systems. Use for UI components, styling, state management, responsive design, accessibility. Triggers: component, react, vue, ui, ux, css, tailwind, responsive, nextjs.
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Game development across all platforms (PC, Web, Mobile, VR/AR). Use for Unity, Godot, Unreal, Phaser, Three.js. Covers game mechanics, multiplayer, optimization, 2D/3D graphics.
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Production incident response expert. Use for P1-P4 incidents, outages, emergency fixes, and postmortem documentation. Triggers: incident, outage, production down, emergency, P1, alert, monitoring.
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System design expert. Use for architectural decisions, architecture notes, trade-off analysis, technology selection. Triggers: architecture, design, decision, trade-off, scalability, infrastructure planning.
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Deployment validation expert. Use for deployment verification, health checks, testing, rollback procedures. Triggers: validate, deploy, deployment, health check, smoke test, rollback.
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LLM operations expert. Use for LLM caching, fallback strategies, cost optimization, observability, and reliability. Triggers: llm, language model, openai, ollama, caching, fallback, token, cost.
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MCP server design, implementation, client configuration, and integration troubleshooting. Triggers: mcp, model context protocol, json-rpc, sse, stdio, mcp server, mcp config, mcp integration, mcp connection, claude desktop, mcp client.
Agent
MCP protocol testing expert. Use for MCP server testing, protocol compliance, transport validation, integration testing. Triggers: mcp test, protocol compliance, mcp validation, transport testing.