Antigravity Skill Orchestrator
Picks and combines other skills for complex tasks, skipping them for simple ones, and remembers what worked.
- Repository
- sickn33/agentic-awesome-skills
- Stars
- 49,023
- Licence
- MIT
- Files
- 2 files
What it does
When installed, the agent first judges whether a request is simple enough to handle directly; if it is, it just does the work. For complex, multi-domain requests, it looks through the skills available locally, and if needed fetches a remote catalog of community skills, then picks a minimal set to use. It can also save successful skill combinations to an optional external memory tool (agent-memory-mcp) and recall them later.
Great for
- Developers working on large, multi-part projects who don't know which skills to use
- Teams that already have many skills installed and want help choosing among them
- People who want the agent to avoid over-engineering small edits
Skip it if
- Simple, single-step tasks, since the skill itself says to skip it for those (it adds overhead with no benefit)
- Environments where fetching remote catalogs or writing to memory is not allowed, because it depends on both by design; it can continue without memory but still relies on the remote catalog when local skills fall short
- Anyone expecting it to create new skills; the file explicitly forbids that
Try asking
- “Build a checkout flow with a React frontend, Node backend and PostgreSQL database, and pick the right skills for each part”
- “Find skills suited to deploying a multi-service app and use only the minimal set needed”
- “Use the best tools for the job on this data pipeline refactor”
- “Recall which skill combinations worked for a previous e-commerce task”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 2 original files, the MIT licence and an attribution note.
antigravity-skill-orchestrator.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip antigravity-skill-orchestrator.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip antigravity-skill-orchestrator.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Give a clear description of the task and its domains so the agent can judge whether it is complex enough to need skills at all.
- Review which remote catalog or memory writes the agent proposes, especially where private project details could be stored; the skill says to exclude secrets and honor memory policy.
- Treat recalled combinations as suggestions to verify, not proven solutions, since the skill notes they are not evidence of current correctness.
What's inside
- README.md
- SKILL.md
Redistributed unmodified from sickn33/agentic-awesome-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.