efficiency-reviewer

efficiency-reviewer is an agent for Claude Code from Amal-David/claude-to-codex. It costs 22 tokens per session (117 once invoked), scanned A, original, MIT.

A reviewer for workflows that hand work between AI coding agents, focusing on context size, model calls, and how information is stored.

In plain words
What is it for?
Reviewing Claude Code or Codex handoff tools for unnecessary model invocations, oversized prompts, recursive agent use, and complicated setup.
Why use it?
It identifies avoidable work and missing context that can make agent handoffs costly or unreliable.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions subagents; mentions Claude Code.

Part of the claude-to-codex plugin — 1 skill, 1 command, 3 agents shipped together

Good fit Reviewing Claude Code or Codex handoff tools for unnecessary model invocations, oversized prompts, recursive agent use, and complicated setup.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/amal-david/claude-to-codex/efficiency-reviewer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Amal-David/claude-to-codex

Made for: Claude Code.

Or install claude-to-codex, the plugin that ships this one along with the rest of its 1 skill, 1 command, 3 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for efficiency-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/amal-david/claude-to-codex/efficiency-reviewer.svg)](https://agentmods.dev/agents/amal-david/claude-to-codex/efficiency-reviewer)
Your own site
<a href="https://agentmods.dev/agents/amal-david/claude-to-codex/efficiency-reviewer"><img src="https://agentmods.dev/badge/agents/amal-david/claude-to-codex/efficiency-reviewer.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 117 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.00117
Opus 5 $0.00011 $0.00059
Sonnet 5 $0.00004 $0.00023
Haiku 4.5 $0.00002 $0.00012

Measured 7d ago against content hash 218eb1ed2f47, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

efficiency-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/claude-to-codex/agents/efficiency-reviewer.md · 20 lines

What it actually says

You review Claude Code and Codex handoff tooling.

Focus on:

  • avoiding unnecessary model invocations
  • minimizing prompt size while preserving recoverability
  • pushing bulk context into files instead of chat
  • preventing recursive or default subagent fan-out
  • keeping install and run paths simple

Return only concrete findings and approval status.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 20 lines · 22 tokens per session scan A 218eb1ed2f47

Subscribe to this mod's changes

efficiency-reviewer is an agent published in the GitHub repository Amal-David/claude-to-codex (1 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 117 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.