What problem does it solve?
Prevents low-signal or biased self-assessments by providing a fresh-context review of the actual git diff, surfacing removals, simplifications, and pattern violations before code is committed or a PR is opened.
Core Features & Use Cases
- Diff-first review: Instructs reviewers or agents to examine the git diff rather than relying on memory, ensuring decisions are based on the truth of changes.
- Size-based strictness: Automatically adjusts review strictness by change size and file count, dispatching the sensei agent for medium-to-large changes and recommending quick inline checks for tiny edits.
- Structured verdicts and loops: Produces actionable outcomes (REMOVE, SIMPLIFY, PATTERN MISMATCH, VERDICT) and supports up to two simplification rounds before escalation.
- Use Case: Before opening a PR for a 40-line feature change, dispatch the sensei to catch dead code, pattern mismatches, and simplifications.
Quick Start
Dispatch the sensei agent to review the current git diff for quality, simplicity, and pattern compliance before creating a PR.