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A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/BEKO2210/Firstbrain --skill antigravity-skill-orchestratorコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any project.
Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.
SOC 職業分類に基づく
SKILL.md を表示中
| name | antigravity-skill-orchestrator |
| description | A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks. |
| type | skill |
| created | 2026-02-27T00:00:00.000Z |
| domain | design-creative |
| category | ui-ux |
| risk | safe |
| source | community |
| tags | ["skill","design-creative","ui-ux","antigravity","orchestrator"] |
The skill-orchestrator is a meta-skill designed to enhance the AI agent's ability to tackle complex problems. It acts as an intelligent coordinator that first evaluates the complexity of a user's request. Based on that evaluation, it determines if specialized skills are needed. If they are, it selects the right combination of skills, explicitly tracks these combinations using @agent-memory-mcp for future reference, and guides the agent through the execution process. Crucially, it includes strict guardrails to prevent the unnecessary use of specialized skills for simple tasks that can be solved with baseline capabilities.
Not every task requires a specialized skill. For straightforward issues (e.g., small CSS fixes, simple script writing, renaming a variable), DO NOT USE specialized skills. Over-engineering simple tasks wastes tokens and time.
Additionally, the orchestrator is strictly forbidden from creating new skills. Its sole purpose is to combine and use existing skills provided by the community or present in the current environment.
Before invoking any skills, evaluate the task:
When a task is deemed complex, identify the necessary domains (e.g., frontend, database, deployment). Search available skills in the current environment to find the most relevant ones. If the required skills are not found locally, consult the master skill catalog.
The Antigravity ecosystem maintains a master catalog of highly curated skills at https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/CATALOG.md. When local skills are insufficient, fetch this catalog to discover appropriate skills across the 9 primary categories:
architecturebusinessdata-aidevelopmentgeneralinfrastructuresecuritytestingworkflow@agent-memory-mcp)To build institutional knowledge, the orchestrator relies on the agent-memory-mcp skill to record and retrieve successful skill combinations.
[Triggered when facing a new user request that might need skills]
[Triggered if the task is complex]
memory_search tool provided by agent-memory-mcp to search for similar past tasks.
memory_search({ query: "skill combination for react native and firebase", type: "skill_combination" })memory_read.[Triggered if no past knowledge covers this task]
https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/CATALOG.md.[Triggered after executing the task using the selected skills]
@react-patterns + @nodejs-backend-patterns + @postgresql).memory_write from agent-memory-mcp.
skill_combination.User Request: "Change the color of the submit button in index.css to blue."
Action: The skill orchestrator evaluates the task. It determines this is a "simple/contained" task. It does not invoke specialized skills. It directly edits index.css.
// Using the agent-memory-mcp tool after successfully building a complex feature
memory_write({
key: "combination-ecommerce-checkout",
type: "skill_combination",
content: "For e-commerce checkouts, using @stripe-integration combined with @react-state-management and @postgresql effectively handles the full flow from UI state to payment processing to order recording.",
tags: ["ecommerce", "checkout", "stripe", "react"]
})
// At the start of a new e-commerce task
memory_search({
query: "ecommerce checkout",
type: "skill_combination"
})
// Returns the key "combination-ecommerce-checkout", which you then read:
memory_read({ key: "combination-ecommerce-checkout" })
memory_write so they are easy to search later.@agent-memory-mcp - Essential for this skill to function. Provides the persistent storage for skill combinations.