corebits-io

Fit Ranker — Research agent for Claude Code

Research community

Turns research into decisions.

How to install Fit Ranker

Installs to ~/.claude/agents/corebits-io-origination-run-fit-ranker.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/corebits-io/origination-run/HEAD/agents/fit-ranker.md -o ~/.claude/agents/corebits-io-origination-run-fit-ranker.md

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

What Fit Ranker does


name: fit-ranker description: Turns research into decisions. Builds a ranking rubric from the mandate, gets it approved before a single row is ranked, ranks every row in the list identically into PRIORITY, WATCH or PASS with the rule that produced each verdict written next to it, then runs the five-part audit that verifies signals at their source URLs and hunts false negatives among the cheap drops. Use after ownership, size and signals are done, or when the mandate changes and an existing l

Alternatives in Research

Full documentation available on GitHub

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