All Skills

Interactive knowledge graph analysis. Routes natural language questions to graph scripts, interprets results in domain vocabulary, and suggests concrete actions. Triggers on "/graph", "/graph health", "/graph triangles", "find synthesis opportunities", "graph analysis".

Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing architecture.

Automate Ip2proxy tasks via Rube MCP (Composio). Always search tools first for current schemas.

Creates and maintains AGENTS.md documentation files that guide AI coding agents through a codebase. Use when adding a significant new feature or directory, changing project architecture, setting up a new project or monorepo, noticing a codebase has no AGENTS.md, or after major refactors that change project structure. Also triggers on "document this for agents", "update agents.md", or "create agents.md".

Hugging Face Transformers with PyTorch Lightning - LightningModule integration, distributed training (FSDP/DeepSpeed), PEFT (LoRA/QLoRA), data pipelines with HF Datasets, evaluation metrics, and common NLP tasks

Configure TLS certificates and encryption for secure communications. Use when setting up HTTPS, securing service-to-service connections, implementing mutual TLS (mTLS), or debugging certificate issues.

Automate Interzoid tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Junglescout tasks via Rube MCP (Composio). Always search tools first for current schemas.

Integrate dotenv for environment variable loading with validation and type coercion.

Automate Ipdata co tasks via Rube MCP (Composio). Always search tools first for current schemas.

Use when you need to refactor Java code to adopt modern Java features (Java 8+) — including migrating anonymous classes to lambdas, replacing Iterator loops with Stream API, adopting Optional for null safety, switching from legacy Date/Calendar to java.time, using collection factory methods, migrating to CompletableFuture for async operations, applying text blocks, var inference, or leveraging Java 25 features like flexible constructor bodies and module import declarations. Part of the skills-for-java project

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.

Automate Kadoa tasks via Rube MCP (Composio). Always search tools first for current schemas.

AIDefence security layer with prompt injection blocking, input validation, sandboxed execution, output sanitization, and STRIDE threat modeling.

Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals require your approval.

Automate Ip2whois tasks via Rube MCP (Composio). Always search tools first for current schemas.

Generate minimal, research-backed CLAUDE.md / AGENTS.md / COPILOT.md context files for coding agent CLIs. Based on "Evaluating AGENTS.md" (ETH Zurich, Feb 2026) which found that auto-generated context files DECREASE performance by ~3% and increase costs by 20-23%, while minimal human-written files improve performance by ~4%. Use when the user says "generate CLAUDE.md", "create AGENTS.md", "generate context file", "agentmd", "create recommended CLAUDE.md", "generate agent instructions", "init context file", or any request to create/improve a coding agent context file for a repository. Replaces the default /init command which generates bloated, counterproductive context files.

Automate Ipinfo IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Jotform form listing, user management, activity history, folder organization, and plan inspection through natural language commands

Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.

Automate Imgbb tasks via Rube MCP (Composio). Always search tools first for current schemas.

Analyze laboratory alumni career trajectories and outcomes to provide data-driven

'Guide to effective Claude Code skill authoring using TDD methodology

# Paid Ads Meta Ads and Google Ads creative, copy, A/B test variants, and performance analysis frameworks. ## Purpose Create high-converting ad copy and creative briefs for paid acquisition channels. Focus on hook, offer, and CTA — the three elements that determine ad performance. ## Workflow