Verified skills

Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.

Guides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues.

Verify supply chain integrity for AI agent plugins, tools, and dependencies by generating SHA-256 manifests, detecting tampered files, auditing dependency pinning, and enforcing promotion gates.

Audit MCP server configurations for security issues including secrets exposure, shell injection, unpinned dependencies, and unapproved servers.

Finds the minimal Azure role that meets desired permissions and generates CLI commands or Bicep code to assign it.

Diagnose and resolve Debian Linux issues using apt, systemd, and AppArmor-aware guidance.

Guide a team through writing a structured, blameless post-mortem after a production incident, covering timeline reconstruction, root cause analysis, impact quantification, and action item generation.

Install npm packages in a Docker sandbox environment with virtiofs-mounted workspaces, avoiding native binary crashes by installing on the local ext4 filesystem and symlinking back.

Ask an AI coding agent to identify which files it needs to examine before answering a question.

Generate D2 database diagrams from Entity Framework Core models by analyzing DbContext, entities, Fluent API, and migrations.

Adds Arize AX tracing to LLM applications using a two-phase agent-assisted flow that analyzes the codebase before implementing instrumentation.

Capture application requirements and access patterns to design Azure Cosmos DB NoSQL data models using best practices and common patterns.

Diagnoses and improves Qdrant search relevance by isolating embedding model, configuration, or query strategy issues.

Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks, scanning for controls and generating a compliance report.

Bulk-migrate repo labels and Project V2 fields into GitHub org-level issue fields (single select, text, number, date).

Add a new language to a Next.js project using next-intl for internationalization, including translations and configuration updates.

Guides architecture decisions, flow type selection, bulk safety validation, and fault handling standards for Salesforce Flow design and review.

Containerize an ASP.NET Core project by creating Dockerfile and .dockerignore files customized for the project.

Build and scale developer-led adoption through ecosystem programs, community, and partnerships, focusing on what drives adoption.

Optimize PostgreSQL databases with advanced features, performance tuning, and best practices for JSONB, full-text search, window functions, and indexing.

Localize VS Code extensions including configurations, walkthroughs, and source code messages following official guidelines.

Find and own a defensible market position by testing positioning claims, running crawl-walk-run rollouts, and auditing competitor messaging.

Generates a Playwright test from a user-provided scenario by recording browser interactions via Playwright MCP, then saves and runs the test until it passes.

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing relationships between resources.

Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula.

Analyzes and optimizes DAX formulas for better performance, readability, and maintainability in Power BI.

Generate a complete, production-ready MCP server project in Ruby using the official MCP Ruby SDK.

Transforms git diffs and change descriptions into narrative commit messages that explain why a change was made, following Conventional Commits format.

Migrate Java code from javax.* to jakarta.* namespace when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected.

Migrate React class component lifecycle methods (componentWillMount, componentWillReceiveProps, componentWillUpdate) to React 18.3.1 compliant patterns with decision trees and before/after code examples.

Updates a markdown file section with an index or table of files from a specified folder, preserving existing structure and formatting.

Provides narrative synthesis, framing, and audience-aware communication patterns to improve decision narratives, written artifacts, and shared understanding.

Diagnoses Qdrant production issues using metrics and observability tools, covering optimizer problems, memory spikes, and slow queries.

Design Azure infrastructure using natural language or analyze existing resources to generate architecture diagrams, refine them through conversation, and deploy with Bicep.

Build and scale partner ecosystems that drive revenue and platform adoption, covering program design, tiering, co-marketing, build-vs-partner decisions, and structured deployment.

Generates complete, copy-paste ready implementation documentation from a PR plan, including code blocks and verification checklists.