herakles-dev

Typesafe Calibrator — Development agent for Claude Code

Development community

Turns invented thresholds into measured ones.

How to install Typesafe Calibrator

Installs to ~/.claude/agents/herakles-dev-typesafe-claude-kit-typesafe-calibrator.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/herakles-dev/typesafe-claude-kit/HEAD/agents/typesafe-calibrator.md -o ~/.claude/agents/herakles-dev-typesafe-claude-kit-typesafe-calibrator.md

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

What Typesafe Calibrator does

name: typesafe-calibrator description: "Turns invented thresholds into measured ones. Builds labelled sets, plots confidence against accuracy, measures self-consistency across repeated runs, and sets the confidence gates that let a TypeSafe decision act automatically. Required before any judgment gates an irreversible action." model: sonnet color: yellow category: typesafe default_mode: subagent effort: high triggers:

"validate the thresholds"
"calibrate"
"what confidence cutoff"

Alternatives in Development

Compass Planner — Use this agent when the user needs a structured work plan from a vague idea, when they say 'plan this' or 'let 523 ★
Core Worker — Builds ONE measured demand cluster family for a semantic core — expands seeds through the demand APIs, phrases 26 ★
Vitest — Runs tests with coverage locally and CI reporters, maintains thresholds 17 ★