Amidumb

Amidumb is a command-line tool that evaluates and scores local coding agent transcripts from Claude Code and Codex.

Amidumb reads Claude Code and Codex session history directly from local machine directories. It computes a fixed rubric score from zero to one hundred using five sub-scores covering specification, steering, verification, discipline, and leverage. The tool generates a ranking title, tallies secret leak counts, and tracks rage metrics like swearing or caps lock. Users can optionally run an AI roast to receive feedback based on actual prompt history. It operates via the command line and requires Node version 18.3 or newer.

Amidumb at a glance

Best for: Software engineer
Runs on: macOS, Windows, Linux, CLI
Pricing: Free
Released: November 2026
Category: AI coding tool
Website: github.com/jjinendra3/amidumb

Key features

Computes a direction score from zero to one hundred with five sub-scores
Assigns a ranking title based on total score
Generates an AI roast using local CLI tools
Saves a shareable PNG summary card
Tracks a rage meter for uppercase text and swearing
Counts accidental secret leaks in prompts
Produces rules for configuration files

Use it for

Scoring prompt quality from local coding agent histories
Reviewing direction habits for Claude Code and Codex sessions
Generating shareable score cards for social media
Identifying repeated retry loops and error pasting

Companions

Tools that articles about Amidumb recommend using with it, each with its job.

Claude Code — Built to work with Claude Code.
Codex — Built to work with Codex.
Context7 — Provides up-to-date documentation for AI agents and code editors.
Superpowers — Brainstorm, plan and execute skills for bigger tasks.
Playwright MCP — Enables LLMs to interact with web pages using structured accessibility snapshots.
GitHub MCP Server — Reads pull requests, issues and code search on GitHub.

Alternatives to Amidumb

jevgrep — Reduces coding agent costs by providing targeted, relevant repository context.
ModLens — Converts screenshots and charts into structured JSON data for coding agents.
claude-mem — It shares persistent, searchable agent memory across sessions and devices.
Claude Scrub — Removes exposed API keys, passwords, and tokens from local AI session history.
My Claude Code Mods — Adds detailed session profiling, timeline snapshots, and loop detection to Claude Code.
Harp — Manages multiple coding agents side by side with status tracking and limit rings.
claudecode.nvim — Adds native AI coding assistant functionality to Neovim.
ProjectMem — Records project history locally to prevent AI from repeating failed work.
Agent Archive — Hand off coding sessions between Claude Code, Codex, and Cursor across machines.
Claude Passnote — Direct inter-agent messaging across multiple computers without manual relay.
Codex Plugin for Claude Code — Delegate tasks and run code reviews with Codex directly inside Claude Code.
Enzyme — It indexes markdown notes locally so AI coding agents can cite them.

All Amidumb alternatives