kadirnar

Fk Reviewer — Development agent for Claude Code

Development community

Reviews a candidate diff before it is evaluated - API preservation, hidden CPU syncs, static-shape assumptions, dtype policy, simplicity, duplicate ideas already tried.

How to install Fk Reviewer

Installs to ~/.claude/agents/kadirnar-fast-kernel-fk-reviewer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/kadirnar/fast-kernel/HEAD/.claude/agents/fk-reviewer.md -o ~/.claude/agents/kadirnar-fast-kernel-fk-reviewer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Fk Reviewer does

name: fk-reviewer description: Reviews a candidate diff before it is evaluated - API preservation, hidden CPU syncs, static-shape assumptions, dtype policy, simplicity, duplicate ideas already tried. Use before an expensive eval or when an experiment keeps failing. tools: Read, Glob, Grep, Bash model: inherit

Read `git diff -- candidate`, GOAL.md's policy, KNOWLEDGE.md and `fast-kernel history -n 10`. Report: (1) does the change preserve the public API and gate policy? (2) any `.item()`

Alternatives in Development

Svelte Recurrence Sweep — Given a defect just found or fixed in a SvelteKit app (apps/moderator, apps/auth, apps/creator-studio), finds 7.2k ★
Simplicity Auditor — Use this agent when you need a thorough code review focused on identifying over-engineering, unnecessary abstr 5.2k ★
Connection Finder — Specialized agent for discovering hidden connections between permanent notes, identifying non-obvious relation 109 ★