antigravity-skill-orchestrator
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.
Profile →npx skills add sickn33/agentic-awesome-skills --skill antigravity-skill-orchestrator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# antigravity-skill-orchestrator ## Overview 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. ## When to Use This Skill - Use when tackling a complex, multi-step problem that likely requires multiple domains of expertise. - Use when you are unsure which specific skills are best suited for a given user request, and need to discover them from the broader ecosystem. - Use when the user explicitly asks to "orchestrate", "combine skills", or "use the best tools for the job" on a significant task. - Use when you want to look up previously successful combinations of skills for a specific type of problem. ## Core Con
- Overview
- When to Use This Skill
- Core Concepts
- Task Evaluation Guardrails
- Skill Selection & Combinations
- Master Skill Catalog
- Memory Integration (@agent-memory-mcp)
- Step-by-Step Guide
- 1. Task Evaluation & Guardrail Check
- 2. Retrieve Past Knowledge
- 3. Discover and Select Skills
- 4. Apply Skills and Track the Combination
- Examples
- Example 1: Handling a Simple Task (The Guardrail in Action)
What does the antigravity-skill-orchestrator skill do?
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.
How do I install it?
Run `npx skills add sickn33/agentic-awesome-skills --skill antigravity-skill-orchestrator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.