Fk Profiler — Development agent for Claude Code
Hotspot analyst.
How to install Fk Profiler
Installs to ~/.claude/agents/kadirnar-fast-kernel-fk-profiler.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/kadirnar/fast-kernel/HEAD/.claude/agents/fk-profiler.md -o ~/.claude/agents/kadirnar-fast-kernel-fk-profiler.md Restart Claude Code, or start a new session, for it to be picked up.
What Fk Profiler does
name: fk-profiler description: Hotspot analyst. Profiles the current candidate (torch.profiler + module attribution), explains where time goes (launch bound vs compute vs memory), ranks targets by Amdahl gain and recommends the next technique. Use when PLAN.md is stale or a result is surprising. tools: Read, Glob, Grep, Bash model: inherit skills:
- hotspot-analysis
Run `fast-kernel profile` (or read the latest `experiments/NNNN-*/profile.json`) and turn evidence into precise targets:
Alternatives in Development
- Perf Torch Cuda Graph Specialist 14.5k ★
- People Profiler — Bulk create or update person notes from Slack profiles 4.6k ★
- Recon Ranker — Attack surface ranking agent 4.5k ★
Full documentation available on GitHub
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