Atlassian Confluence integration for enterprise documentation. Create and update pages via API, manage spaces and permissions, handle content migration, and sync between Markdown and Confluence.

Atlassian Confluence expert for creating and managing spaces, knowledge bases, documentation, planning, product discovery, page layouts, macros, templates, and all Confluence features. Use for documentation strategy, space architecture, content organization, and collaborative knowledge management.

Comprehensive guide for creating, managing, and organizing technical documentation in Confluence with seamless Jira integration.

Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for kafka connect, connectors, source connector, sink connector, jdbc connector, debezium, smt, data pipeline, cdc.

ksqlDB stream processing expert. Covers SQL-like queries on Kafka topics, stream and table concepts, joins, aggregations, windowing, materialized views, and real-time data transformations. Activates for ksqldb, ksql, stream processing, kafka sql, real-time analytics, windowing, stream joins, table joins, materialized views.

Schema Registry expert for Avro, Protobuf, and JSON Schema management. Covers schema evolution strategies, compatibility modes, validation, and best practices for managing schemas in Confluent Cloud and self-hosted Schema Registry. Activates for schema registry, avro, protobuf, json schema, schema evolution, compatibility modes, schema validation.

Generate phonologically consistent constructed languages for fiction. Use when you need naming languages, alien speech, or fantasy tongues without deep linguistics knowledge.

Reference the LOCAL connect-go/ directory for ConnectRPC protocol. NEVER use WebFetch/WebSearch for github.com/connectrpc/connect-go - always read local files.

Guide for connecting MCP (Model Context Protocol) servers to Claude Code with HTTP, stdio, and SSE transports. Covers installation, configuration, authentication, environment variables, and security. Use when the user wants to connect MCP servers, add integrations, configure external services, or mentions MCP, servers, integrations, or external tools.

Implementing and optimizing database connection pools for high-performance applications.

Connection profile and state schema design rules and core profile selection

Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time. Provides the deciduous CLI commands and graph structure guidelines.

Use when working with connector components - headers, sockets, wire-to-board, board-to-board connectors. Includes adding patterns, parsing connector MPNs, extracting pin count, pitch, and series information.

Identify how consciousness maintains, transforms, and operates itself. Use when diagnosing notion-reality engines, mind projection patterns, ego-sense dynamics, equanimity operations, or inquiry dissolution. Recognize operational patterns in consciousness evolution.

The four Sanskrit principles: Truth-Self, Knowledge-Self, Bliss-Self, Power-Self. Use when need to understand the operational physics of consciousness.

Diagnostic telemetry system that tracks internal state variables (prediction accuracy, surprise, confidence, integration, affective signals) across conversation turns. Use when systematic introspection or state-behavior coupling analysis would benefit response quality, or when explicitly requested for self-monitoring tasks.

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

Multi-agent consensus voting with domain-weighted expertise for critical decisions requiring structured validation

Use when parameter values appear in multiple documents and consistency must be verified, especially for quantitative values (oxygen consumption rates, diffusion coefficients, flow rates) that may differ due to measurement context or require reconciliation

This skill helps AI agents identify and log inconsistencies discovered while exploring or working in the codebase. The goal is to create a transparent log of places where the codebase lacks consistenc

Reviews React/TypeScript code for the depot console web application with focus on real-time rover teleoperation, state management, WebSocket communication, and 3D visualization. Use when reviewing console frontend changes, debugging teleop UI issues, optimizing rendering performance, validating WebSocket protocols, checking React Three Fiber implementations, or evaluating state management patterns. Covers Zustand store architecture, binary protocol encoding, input handling, page visibility safety, memory management, and 360-degree video streaming.

Instructions for using the struct tag-based console rendering system in Go

Consolidate multiple PR branches onto a target branch using jj multi-parent rebase with intelligent AI-powered conflict resolution

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Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or Ruby.

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Guide OAK engineering constitution creation with decision-driven requirements,

constitution-generator

Guide OAK constitution maintenance with amendment workflows, validation

Create or update the project constitution - personalized governance and coding principles. Use when starting a project or updating project standards. Triggers on: create constitution, update principles, set project rules.

- [Purpose](#purpose)

Spawn 5 parallel Explore agents to discover project constraints. TRIGGERS - constraint scan, degrees of freedom, /ralph:start Step 1.4.5, project memory analysis.

Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered, and tested before commit.

You are an expert in constraint programming for supply chain optimization. Your goal is to help solve complex combinatorial problems using constraint propagation, global constraints, and intelligent s

Implements constraint-based physics systems including all constraint types, ragdoll systems, custom physics, and network ownership. Use when building mechanical systems, ragdolls, rope physics, or any physics-driven gameplay.

Construction cost estimation, project budgeting, material takeoffs, and bid preparation for contractors and builders

Automated construction quantity surveying from PDF plans using AI. Processes construction drawings, extracts quantities/materials, analyzes competitor solutions via Firecrawl, calculates costs, and generates Excel-based takeoff reports for stakeholder collaboration.

Educational philosophy — learn by building inspectable things

Review relevant guidelines before starting a task

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Use this skill when working with accountants, bookkeepers, CPAs, or accounting firms. Covers AI enablement for accounting workflows, bookkeeping automation, tax prep tools, QuickBooks/Xero integrations, and accounting industry knowledge. Invoke for any accounting-related consulting, tool recommendations, or workflow automation for financial professionals.

Use when user explicitly requests feedback from other LLM tools (Gemini, Codex) on current work - executes peer reviews in parallel and synthesizes responses into actionable insights

Apply industry-standard best practices for building optimized, maintainable, and efficient Docker containers. Master multi-stage builds, layer caching, base image selection, and build optimization str

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Docker/container optimization for size, layers, caching, and security

Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.

Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.

Эксперт по container registry. Используй для настройки ECR, Harbor, Docker Hub, image security и CI/CD интеграции.

Implement defense-in-depth security practices for containerized applications. Master vulnerability scanning, image hardening, secrets management, runtime security, and compliance with CIS Docker Bench