AI & ML

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Render Automation via Rube MCP

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Scroll Experience

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Expert web researcher using advanced search techniques and Use when this capability is needed.

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Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W... Use when this capability is needed.

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Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build... Use when this capability is needed.

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This skill should be invoked BEFORE presenting implementation plans, architecture recommendations, code review findings, or answers to broad technical questions. Use proactively when about to "recommend", "suggest", "propose", "design", "plan", or answer "how should", "what's the best way", "which approach". MANDATORY for multi-file changes, refactoring proposals, and security-sensitive recommendations. Use when this capability is needed.

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Use when live coding music with SuperCollider via ClaudeCollider MCP server.

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Archive Claude Code /insights reports for historical tracking. Supports archiving, listing, comparing, and opening reports. Use when this capability is needed.

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Verify that security controls documented in the threat model actually exist in the codebase. Searches for control implementations, validates configurations, identifies gaps. Use when validating threat model against code, checking security control implementation, or finding security gaps. Use when this capability is needed.

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Internal workflow for post-plan materialization — creates MCP items from the approved plan and dispatches implementation. Triggered automatically after plan approval when MCP tracking is active. Use when this capability is needed.

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Translate approved requirements into a minimal, implementable technical design (architecture, interfaces, data shapes, trade-offs) following specs/design.md. Use when this capability is needed.

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Audit and prepare a Django codebase for parallel multi-agent development. Use when asked to check if a Django project is ready for parallelization, prepare a repo for multi-agent work, audit codebase structure, set up orchestration infrastructure, or identify blockers for parallel development. Analyzes Django apps, models, migrations, and module boundaries. Use when this capability is needed.

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Pytest verification workflow for Python changes with deterministic fixtures, explicit case strategy, and CI-ready evidence. Use when Python modules need executable pytest evidence before merge; do not use for browser-level E2E or non-Python test tooling decisions. Use when this capability is needed.

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ZSH Style Guide

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Creates or updates .mcp.json in the current project directory to configure the serena MCP server for Claude Code. Invoke only when the user explicitly runs the `/setup-serena-mcp` slash command — do not trigger on general phrases like "set up serena" or "add an MCP server" unless that exact slash command is used.

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Build your MVP following the AGENTS.md plan. Use when the user wants to start building, implement features, or says "build my MVP", "start coding", or "implement the project". Use when this capability is needed.

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Self-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration. Use when this capability is needed.

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Agent Patterns

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MCP Installer Skill

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Claude Codeプラグインの陳腐化をチェックし、最新仕様との差異を報告する。Claude Code更新後のプラグイン互換性確認、定期的なメンテナンス、新規プラグイン作成後の検証に使用。引数で特定プラグインを指定可能（例：check-plugin git）。--fixフラグで自動修正も実行可能。 Use when this capability is needed.

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Build or update the lance-context MCP server and Claude Code example that uses lance-context as a memory/knowledge store. Use when this capability is needed.

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Prescription Appropriateness Review

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MCP Code Execution Pattern

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面向嵌入 `Packages/cn.etetet.yiuimcp` 的 Unity 项目的 CLI-first 自动化 skill。适用于让 AI 通过包内的 PowerShell 流程脚本驱动 Unity，而不是逐个执行传统 MCP tool call。可用于编译 Unity、读取控制台输出、执行包内 CLI flow、通过脚本入口调用 YIUI MCP 工具，以及围绕 `Config/*.ps1` 扩展新的高聚合 CLI 工作流。 Use when this capability is needed.

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DEPRECATED alias of semantic-contracts-installer. Renamed because the skill's high-value job is installing Semantic Contracts (compositions the LLM cannot guess), not bare anchor lists. Use semantic-contracts-installer instead; this alias forwards to it and will be removed after one release. Use when this capability is needed.

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Full-access DeployerPHP operator for provisioning, deployment, DNS, services, cron, supervisor, and debugging. Use when an agent must execute infrastructure changes through explicit non-interactive CLI commands with complete option values and safety confirmations. Use when this capability is needed.

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Implementation activity skill for PAW workflow. Executes plan phases with code changes, documentation phases, and PR review comment handling. One phase per invocation. Use when this capability is needed.

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Claude Code Learning Skill

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Free inference-as-a-service via Jatevo.id — access Qwen 3.5 Plus, Kimi K2.5, and GLM 4.7 at zero cost. Use when you want free, high-quality LLM models for OpenClaw. Use when this capability is needed.

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Executes HTTP requests and handles JSON serialization in a Flutter app. Use when integrating with REST APIs or parsing structured data from external sources. Use when this capability is needed.

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Build MCP Server

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Code Testing Generation Skill

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Create Pydantic v2 data models with validation, type hints, and proper configuration. Use when designing data structures or schemas. Use when this capability is needed.

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Master reference for categorical meta-prompting unified syntax. Contains all modifiers, operators, composition patterns, and execution protocols. Use this skill for self-reference when executing any prompt workflow, ensuring consistent syntax across all commands and skills. Use when this capability is needed.

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Generate hyper-detailed prompts for Claude Code agent teams based on a plan, feature request, or conversation context. Use this skill whenever the user wants to create a prompt for an agent team, prepare a task for a coding agent, generate a team prompt, build an autonomous agent workflow, or says things like "create a prompt for agent teams," "prepare a task for a fresh session," "generate a team prompt," "build me an agent prompt," "I want to hand this off to an agent team," "create agent team instructions," or "write me an autonomous coding prompt." Also trigger when the user describes a complex feature and asks to delegate it, wants to prepare work for parallel agents, or mentions "fresh context," "copy-paste prompt," or "autonomous implementation. Use when this capability is needed.

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Create standardized report headers with metadata for all agent-generated reports. Use when generating bug reports, security audits, dependency reports, or any worker output requiring consistent formatting. Use when this capability is needed.