DevOps

Integrates MongoDB document database with Node.js applications using the official driver or Mongoose ODM. Use when building applications with flexible schemas, document storage, or when user mentions MongoDB, NoSQL, or document databases.

Manage NuGet/.NET dependencies with enterprise-grade safety: versioning strategy, vulnerability awareness, licensing awareness, and minimizing supply-chain risk. Use when adding/updating packages or changing restore/build behavior.

Turn Innovation PRDs into concrete experiment plans with explicit hypotheses, metrics, and evaluation methods for RAG quality, agents, and automation outcomes.

Production-ready code templates for Kailash SDK including basic workflows, cyclic workflows, custom nodes, MCP servers, and all three test tiers (unit, integration, end-to-end). Use when asking about 'template', 'example code', 'starter code', 'boilerplate', 'scaffold', 'workflow template', 'custom node template', 'MCP server template', 'test template', 'unit test template', 'integration test template', or 'E2E test template'.

Transcribe audio recordings from meetings (MP3, WAV, M4A) into text using AWS Transcribe service

Extract technology-free domain model from codebase. Produces a pure business-language specification that any stakeholder can understand. Use for: understand legacy code, document business logic, domain modeling, business requirements extraction, what does this code do, explain codebase to non-technical stakeholders.

Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts. Use when writing, creating, authoring, generating, or developing bash scripts, shell scripts, or automation. Also triggers for learning bash best practices, understanding defensive programming patterns, implementing error handling, ensuring portability, following shellcheck recommendations, or applying production-grade bash standards. Helps with CI/CD scripts, system utilities, deployment automation, and production bash code.

Analyze user feedback and edit existing skills to perfection by applying targeted enhancements. Use when users want to improve, refine, iterate on, or perfect an existing skill based on specific feedback. Triggers on requests like "improve this skill", "enhance the X skill", "this skill needs...", "make this skill better", "refine the skill based on...", or when users provide critique, suggestions, or observations about skill behavior that should be incorporated.

Use at the start of a Codex session (especially sandboxed) to run `scripts/codex-sandbox-preflight.sh` and interpret network + writable_roots constraints.

Docker Compose management for orchestrating MCP servers and multi-container applications. Use when deploying MCP servers, managing container lifecycles, or configuring service dependencies.

Write and debug Nushell scripts, pipelines, and commands. Use when working with .nu files, writing Nushell code, converting bash to Nushell, or when the user mentions nu, nushell, or structured shell scripting.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

Create new specialized agent. Use when user wants reusable agent for repetitive pattern. Examples: code-reviewer, linter, doc-generator.

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

Use CloudBase document database Web SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, and geolocation queries.

Expert Product Manager specializing in B2B SaaS platforms, multi-tenant systems, and subscription-based business models. Activated for product strategy, feature prioritization, requirements gathering, and stakeholder management.

Use when implementing features, fixing bugs, or making code changes. Ensures scope is defined before coding, then enforces RED → GREEN → REFACTOR test discipline. Triggers: 'implement', 'add', 'build', 'create', 'fix', 'change', 'feature', 'bug'.

Agent spécialisé dans la génération de documents Markdown professionnels pour dossiers bancaires.

Parse memory.yaml and consolidate recurring patterns into skills. Use when memory.yaml grows large, when patterns recur 3+ times, or during RSID Ideate stage. Automates the memory-to-skill pipeline.

Performs a fast, focused code review checking for common issues, security vulnerabilities, and best practices without over-engineering. Optimized for cost-efficiency by targeting specific concerns rather than broad exploration.