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Consolidate transcripts from a channel into a single file, sorted by date (newest first), up to 800K tokens. Use when preparing transcripts for LLM context or bulk analysis.

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.

Constitutional AI is a method to move beyond simple "human feedback" (which can be biased or inconsistent) toward a principled approach where the model aligns itself to a written "Constitution." This

Extracts and writes project constitutional information from documents (PDF, MD, TXT). Focuses exclusively on identifying principles, values, governance structures, and formatting them into a proper project constitution.

Enforce policies, guardrails, and permission boundaries; refuse unsafe actions and apply least privilege. Use when evaluating actions against policies, checking permissions, or reducing scope to safe boundaries.

- [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.

Generalization and composition of constraints across navigators

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.

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.

Provides systematic approaches for solving multi-person scheduling problems with complex constraints. This skill should be used when finding meeting times, scheduling events, or solving optimization problems involving multiple calendars, availability windows, time-based constraints, preferences, and buffer requirements.

CDK construct development patterns, design principles, and type-driven development. Use when building or modifying AWS CDK constructs.

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

Expert-level construction management, project planning, BIM, safety compliance, and construction technology

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.

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 you need information you don't have, expertise outside your comfort zone, or fresh eyes on code - dispatches agents to research, advise, or review. NOT for implementation delegation (see subagent-driven-development).

Use this skill when working with wealth managers, financial advisors, RIAs, or financial planners. Covers AI enablement for advisory workflows, portfolio management tools, client reporting automation, CRM integration, and wealth management industry knowledge. Invoke for any wealth management consulting, tool recommendations, or workflow automation for financial advisors.

Apply consulting methodologies from McKinsey, BCG, Bain, and Accenture for structured problem-solving and strategic analysis. Use when analyzing business problems, developing strategy, structuring presentations, evaluating M&A, sizing markets, improving profitability, managing projects, or driving organizational change.

name: consume-book

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When the agent needs to find specific contact information or responsible personnel for a particular domain or system. This skill searches through available documents (PDFs, config files, emails) to locate relevant contact details, organizational charts, or responsibility assignments. It can parse structured documents for contact tables, search for role-based keywords, and extract email addresses and names associated with specific responsibilities. Triggers include 'find contact', 'responsible person', 'team member', 'who manages', 'email address', 'contact information', 'PDF analysis', 'document search', 'role-based lookup'.

Organizing and tracking interactions with customers and prospects including data models, segmentation, enrichment, GDPR compliance, and contact lifecycle management.

Manage Google Contacts with full CRUD operations via Ruby scripts. This skill should be used when searching, viewing, creating, updating, or deleting contacts in Google Contacts. Supports contact lookup, batch operations, and comprehensive contact field management including names, emails, phones, addresses, birthdays, organizations, and notes.

Guide for analyzing and enhancing viral potential using Jonah Berger's STEPPS framework (Social Currency, Triggers, Emotion, Public, Practical Value, Stories). Use when discussing word-of-mouth marketing, viral campaigns, content strategy, product launches, or behavior change initiatives. Use for queries about making products/ideas/behaviors more shareable, increasing organic growth, or analyzing why something went viral.

Azure Container Apps GPU support 2025 features including serverless GPU, Dapr integration, and scale-to-zero

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

Debug Docker containers and containerized applications. Diagnose deployment issues, container lifecycle problems, and resource constraints.

Manage containerization and deployment automation using Docker, Kubernetes, and cloud platforms. Use when working with Docker images, container registries, orchestration, deployment pipelines, infrastructure as code, or environment management. Handles container builds, registry publishing, and deployment strategies.

Docker, Docker Compose ve Nginx yapılandırması için uzman yetenek. Konteynerleştirme, reverse proxy, SSL sonlandırma ve üretim ortamı dağıtımı (production deployment) konularında kullanılır.

Container orchestration expert including Docker, Kubernetes, Helm, and service mesh

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Optimize layers and use minimal base images.

Docker and OCI container image expertise for building, optimizing, and securing container images

Container management skill for development and operations containers. Use this when managing system resources, processes, services, environment configuration, Docker containers, logs, or performing system diagnostics and monitoring tasks.

Create, manage, and optimize LXC containers in Proxmox. Control container lifecycle, manage resources, and coordinate container deployments across nodes.

Manage isolated development environments using the container-manager CLI tool on Raspberry Pi. Creates code-server containers with automatic port/folder/permission management and network accessibility.

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.

Scan images and runtime for CVEs and policy violations.