Gate Check
Find the decisions in a pipeline that do not need the expensive model and propose the...
Install
npx skills add undefined-ui/second-brain-os --skill gate-check -g -a claude-code -y- Repository
- undefined-ui/second-brain-os1.2k
- Category
- AI and agents
- Updated
- 22d ago
- License
- MIT
- Context cost
- Lightabout 720 tokens
- Runs scripts
- No, instructions only
What it does
Find the decisions in a pipeline that do not need the expensive model and propose the gate for each: a rule, a classic classifier, or a small model, with fail-closed routing. Use when the user asks to cut model costs or latency, says the big model handles everything, or wants a triage / routing / filter layer in front of an agent. Analysis plus an optional baseline scaffold. Do NOT use for auditing context layout (context-audit) or for building eval suites (evals-bootstrap).
Find the gates
Theory: Cheap decisions and Gate practice. An agent does two kinds of work: it writes, which needs a big model, and it decides, is this spam, which queue, does this need a person, which is a bounded question the answer to which comes from a set you already know. A gate is a cheap decision layer that sorts the stream so the expensive model only sees the items that actually need judgement.
