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Dynamic Needs System
Development
Dynamic needs system that fluctuates over time and drives character behavior. Standard needs include hunger, energy, fun, social, comfort, and bladder, each with decay rates and satisfying actions. Low needs create urgency and can interrupt other activities, with inner voice comments reflecting the character's mental state.
Docker Container Basics
DevOps
Provides step-by-step guidance for basic Docker container operations and best practices. Part of the DevOps Basics category.
inference.sh CLI: Run 150+ AI Apps
Data & AI
Run over 150 AI applications via the inference.sh CLI – image generation, video creation, LLMs, web search, 3D modeling, and more. No GPU required.
Vite
Development
Vite frontend build tool: configuration, plugin API, SSR, and Rolldown migration. Use for Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps.
Claude-to-IM Bridge Manager
DevOps
Manage a bridge that forwards Claude replies to Telegram, Discord, Feishu, QQ, or WeChat. Supports setup, start, stop, status, logs, reconfigure, and doctor.
Web Access
Development
Central skill for all network operations: search, web scraping, post-login actions, web interactions. Triggered for any task requiring a real browser environment.
C4 Architecture Documentation Workflow
Documentation
Generate comprehensive C4 architecture documentation for an existing codebase using a bottom-up analysis approach, producing context, container, component, and code diagrams.
Turborepo Workflow
Development
Root scripts are Turborepo-driven (dev, build, lint, check-types). Always define tasks in turbo.json with minimal inputs/outputs and correct dependencies for reliable caching. Helps when adding or modifying tasks, optimizing builds/dev, or troubleshooting task pipelines.
Archive OpenSpec Change via taskctl
DevOps
Archive a completed OpenSpec change by resolving the task with taskctl, verifying evidence, and preparing closure. Stops for terminal commit and supports dropped tasks.
Validating API Schemas
Development
Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications. Use when validating API schemas and contracts.
Code Review
Development
Criterious, evidence-driven code review across correctness, security, maintainability, scalability, architecture, efficiency, resource leaks, code smells, and test coverage. Reviews PRs/diffs, modules, or posts to GitHub PRs with resolvable threads.
ASC Submission Health
DevOps
Preflight App Store submissions, submit builds, and monitor review status with asc. Use when shipping or troubleshooting review submissions.