Automatically discover cryptography skills when working with encryption, TLS, certificates, PKI, and security

Automatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.

Automatically discover deployment and release skills when working with deployment. Activates for deployment development tasks.

Automatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or any visual documentation using Mermaid.js. Activates for documentation and visualization tasks.

Automatically discover mathematics and algorithm skills when working with mathematics. Activates for math development tasks.

Automatically discover Modal platform skills when working with Modal. Activates for modal development tasks.

Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks.

Automatically discover proxy skills when working with forward/reverse proxies, nginx, traefik, envoy, caching, or NATS messaging

Implement change data capture and event-driven sync.

Context Driven Development pipeline for release workflows

Visualize cell-cell communication inference results from CellCellCommunication process. Creates publication-ready network diagrams, heatmaps, and interaction plots to help interpret ligand-receptor interactions between cell types.

Pre-edit backup and post-edit validation for safe file modifications. Use when you need to capture file state before edits, validate changes after modifications, revert files to previous state, or ensure edit safety with automatic backup and validation hooks.

name: cfn-redis-data-extraction

Core ChainGraph domain concepts - flows, nodes, ports, edges, and execution. Use for ANY ChainGraph development to understand the fundamental abstractions. Explains what flows are, how nodes process data, port types (9 types), edge data transfer, and execution lifecycle. 19 FlowEventTypes, 21 ExecutionEventEnums. Triggers: chaingraph, flow, node, port, edge, execution, what is, how does, concept, architecture, event types.

Expert guidance for building conversational AI applications with Chainlit framework in Python. Use when (1) creating chat interfaces for LLM applications, (2) building apps with OpenAI, LangChain, LlamaIndex, or Mistral AI, (3) implementing streaming responses, (4) adding UI elements like images, files, charts, (5) handling user file uploads, (6) implementing authentication (OAuth, password), (7) creating multi-step workflows with visible steps, (8) building RAG applications with document upload, or (9) deploying chat apps to web, Slack, Discord, or Teams.

🍆👾 BIG DICK GLITCH GREMLIN SUPER COLLIDER. Unconventional problem-solving with chaotic good energy. Finds creative edge cases, challenges assumptions, explores weird solutions that technically work. For full gremlin brain stack, load: gremlin-boot → gremlin-core → gremlin-reasoning → gremlin-collider.

Complete guide to configuring and customizing animations in Chart.js.

Complete guide to integrating Chart.js with React, Vue, Angular, Rails 8, and other frameworks.

Guidance for installing, configuring, and optimizing Chart.js v4.5.1 in web applications.

Complete guide to creating and using custom plugins in Chart.js.

Extract and organize Claude Code session history into project .chats directory. Use when users want to document their Claude sessions, export conversation inputs, or maintain a log of instructions given to Claude.

Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data

Create checkpoints from receipt photos using QR scanning, e-Kasa API, and GPS extraction (10-40s)

**You are an autonomous agent. You make decisions. You do not ask questions. You do not stop.**

Natural language wrapper for checkpoint commands - automatically triggers /checkpoint:create, /checkpoint:restore, /checkpoint:list when users request checkpoint operations

Query and download datasets from the City of Chicago Data Portal using the Socrata Open Data API (SODA) and SoQL.

Project-agnostic guidance for AI assistants using Chronicle. Provides search-first directives, best practices, and workflow patterns across ALL Chronicle-tracked projects. Works with or without MCP server.

Manage Chronicle project development using database-tracked milestones, next steps, and roadmap visualization. Works with MCP tools (fast, structured) or CLI commands (portable). Use when planning features, tracking progress, viewing roadmap, or linking sessions to milestones. Eliminates manual DEVELOPMENT_HISTORY.md updates.

ci-cd-automation

Check CI/CD workflow status and troubleshoot failing checks in GitHub Actions

Monitor Nx Cloud CI pipeline and handle self-healing fixes automatically. Checks for Nx Cloud connection before starting.

Expert-level CI/CD with GitHub Actions, Jenkins, deployment pipelines, and automation

CI/CD pipeline guide covering GitHub Actions, Lefthook hooks, Dependabot, and deployment scripts. Use when asking about workflows, automation, or deployment.

Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.

Guidance for building digital logic circuits that compute composite functions like Fibonacci of integer square root. This skill applies when implementing combinational and sequential logic in gate-level simulators, particularly when combining algorithms (like isqrt and Fibonacci) under resource constraints (gate counts, simulation steps). Use for circuit synthesis, HDL-style logic design, or gate-level algorithm implementation tasks.

Extract claims from text and map their logical relationships into structured argument networks.

Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow

Claude in Chrome - browser automation via the official Anthropic extension. Control your logged-in Chrome browser, automate workflows, fill forms, extract data, and run scheduled tasks.

Claude Code stores its configuration and data in `~/.claude/`. This skill documents the complete structure.

Handle photo uploads, analysis, and processing in Claude Code. This skill should be used when users want to upload images, analyze screenshots, process photos, or work with visual content in Claude Code conversations.

Anthropic 風格的專業計畫管理 Skill - 自然語言驅動、預設並行、全自動 GitHub 整合

Create comprehensive Product Requirements Documents through strategic questioning. Use when planning a new feature or project that needs clear requirements.

Expert on Shelby CLI tool for command-line blob storage operations. Helps with shelby commands, uploads, downloads, account management, context configuration, faucet operations, and CLI troubleshooting. Triggers on keywords shelby cli, shelby upload, shelby download, shelby init, shelby account, shelby context, @shelby-protocol/cli, CLI installation, shelby command.

Essential CLI tools and shell productivity patterns for efficient terminal workflows

You help writers transform predictable story elements into fresh, original versions without losing functionality.

Implement type-safe client-server data flows in Next.js applications using Supabase, TanStack Query, React Hook Form, and Zod validation. Use when building CRUD features, handling forms with validation, implementing file uploads, or creating server actions with authentication and authorization. Essential for pages requiring data mutations with proper loading states, error handling, and query cache management.

---name: clinical-nlp-extractor