route-by-query-shape

Name: route-by-query-shape
Author: Bitterbot-AI

Skill by Bitterbot-AI · updated 2 days ago · ★ 2.5k

Score 76

When the agent calls memory_search with a relationship-shaped query ("who did I talk to about X"), redirect to the knowledge_graph backend where it will actually find the answer. route-by-query-shape is published by Bitterbot-AI on GitHub.

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Works withClaude CodeClaude apps Antigravity CLI

Maintenance

Last commit 2 days ago

Licence

MIT: permissive, fine for commercial use

Quality

Clear description, installs from GitHub, 2,476 stars, original repository

Security

Not checked yet. What we check

Install route-by-query-shape

Built from the published package, never by AI

git clone --depth 1 https://github.com/Bitterbot-AI/bitterbot-desktop /tmp/bitterbot-desktop && mkdir -p ~/.claude/skills && cp -r /tmp/bitterbot-desktop/skills/route-by-query-shape ~/.claude/skills/route-by-query-shape

Run in your terminal. Claude Code loads skills from ~/.claude/skills automatically.

Step-by-step: install route-by-query-shape in Claude Code

git clone --depth 1 https://github.com/Bitterbot-AI/bitterbot-desktop /tmp/bitterbot-desktop && mkdir -p ~/.gemini/antigravity-cli/skills && cp -r /tmp/bitterbot-desktop/skills/route-by-query-shape ~/.gemini/antigravity-cli/skills/route-by-query-shape

Antigravity CLI loads skills from ~/.gemini/antigravity-cli/skills, or .agents/skills for one project.

Step-by-step: install route-by-query-shape in Antigravity CLI

Skills can run scripts on your machine. Some need an API key: check the README.

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route-by-query-shape: common questions

How do I install route-by-query-shape?

Run the command above to copy the skill into ~/.claude/skills/. Claude Code picks it up automatically.

Is route-by-query-shape free?

The code is published under the MIT licence. The service it connects to may have its own pricing.

Is route-by-query-shape safe to use?

It scores 76 of 100. Grades: maintenance A, licence A, quality A. The security check has not run for it yet. Review the code before you install. How grades work.

What are alternatives to route-by-query-shape?