Data & AI

Tavily AI search API integration via curl. Use this skill to perform live web search and RAG-style retrieval.

Automates TEST_CATALOG updates after test execution. Records test metrics, pass/fail status, coverage data, and execution time. Maintains single source of truth for all test files and their health status.

Comprehensive security specialist that performs vulnerability assessments, secure code reviews, dependency audits, and provides remediation guidance following OWASP, CWE, and industry security standards

Systematic RL debugging - diagnose learning failures, common bugs, diagnosis trees

Allra 데이터베이스 설계 및 QueryDSL 사용 규칙. Use when creating JPA entities, writing QueryDSL queries, or adding @Transactional annotations.

SmartACE (Agentic Context Engineering) workflow engine with MCP-B (Master Client Bridge) and AMUM-QCI-ETHIC module. Dual database architecture using DuckDB (analytics) + SurrealDB (graph). Uses Blender 5.0 (bpy) and UE5 Remote Control. Use when (1) MCP-B agent-to-agent communication (INQC protocol), (2) AMUM 3→6→9 progressive alignment, (3) QCI quantum coherence states, (4) ETHIC principles enforcement (Marcel/Anthropic/EU AI Act), (5) SurrealDB graph relationships, (6) DuckDB SQL workflows, (7) ML inference with infera/vss, (8) Blender 5.0 headless processing, (9) UE5 scene control, (10) DuckLake time travel.

Organize files and folders intelligently. Use when user wants to clean up directories, sort files by type/date, deduplicate, or maintain organized file structures.

Deploying fine-tuned models for production inference using native kernel optimization, vLLM, or SGLang. Triggers: inference, serving, vllm, sglang, for_inference, model merging, openai api.

Generate and optimize PRDs, Implementation Plans, and Progress Tracking documents optimized as AI artifacts for development agents. Use when creating new feature plans, breaking down long planning docs (>800 lines), or setting up progress tracking. Supports: 1) Create PRD from feature request, 2) Create Implementation Plan from PRD with phase breakdown and subagent assignments, 3) Optimize existing plans by breaking into phase-specific files, 4) Create progress tracking with task assignments. Example: "Create a PRD for user authentication feature" or "Break down the sidebar-polish implementation plan into phase files" or "Create progress tracking for data-layer-fixes PRD".

Debug SystemVerilog testbench failures in the SVC project. Use when a testbench fails (make <module>_tb), to analyze CHECK_* assertion failures, watchdog timeouts, or unexpected signal values. Provides systematic debugging workflow using VCD waveforms and failure output analysis.

This skill should be used when the user asks to "add unit tests", "write tests", "set up Vitest", "create a utility function", "add test coverage", or mentions TDD, test-driven development, or testing utilities. Provides guidance for unit testing with Vitest in TypeScript/Next.js projects using TDD approach.

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".

Intelligent revenue opportunity discovery system for financial advisors. Extracts structured revenue scenarios from publications and matches them to client books of business to identify high-value opportunities. Use when analyzing industry articles to discover new scenarios, or when scanning client data to find revenue opportunities and generate Top 25 opportunity reports.

Use this skill when exploring codebase architecture or planning new features requiring models/enums.AUTO-ACTIVATE when user mentions (FR/EN): - modèle, model, models, enum, enums, schema, Prisma schema - architecture, domain, domaine, existe, exists, available, disponible - créer, create, ajouter, add, nouveau, new, nouvelle feature - quel modèle, what model, which model,quel enum - 121 modèles, 87 enums, Planning, Leave, Business RulesThis skill provides INSTANT lookup (500 tokens vs 15k for full ERD) for 121 models and 87 enums.

DevOps expertise for deployment, CI/CD, infrastructure, and automation

Follow these patterns when designing guardrails validation contracts in OptAIC. Use for signal bounds, dataset schemas, portfolio constraints, PIT validation, and other domain-specific validation rules. Covers the "Law vs Police" architecture where Definitions contain contracts and the Engine enforces them.

Master system design and scalable architecture. Learn distributed systems, scalability patterns, high availability, and designing large-scale systems.

Guide for creating Claude Code hooks - shell commands that execute at specific lifecycle events (SessionStart, SessionEnd, PreToolUse, PostToolUse, etc.). Use when users want to automate actions, add validation, logging, or integrate external tools into Claude Code workflows.

Guide for adding new AI providers to ClaudeBar using TDD patterns. Use this skill when:(1) Adding a new AI assistant provider (like Antigravity, Cursor, etc.)(2) Creating a usage probe for a CLI tool or local API(3) Following TDD to implement provider integration(4) User asks "how do I add a new provider" or "create a provider for X"

MUST invoke before claiming work is complete, fixed, or passing.