recursive-agentic-improvements: Instructions file for Codex

AGENTS.md

recursive-agentic-improvements AGENTS.md is an instructions file for Codex, OpenCode from exponen-agi/recursive-agentic-improvements. It costs 26 tokens per session, scanned A, a copy of skills AGENTS.md, MIT.

Project instructions for recursive-agentic-improvements, a project that creates and repeatedly improves AI agents. It covers slash commands for creating, improving, and extending agents across several agent-building frameworks.

In plain words
What is it for?
Use it when changing the project's agent-creation commands or working with its Agno, CrewAI, LangGraph, or Google ADK integrations.
Why use it?
It tells the coding agent how to work within that specific project. The description does not provide general instructions outside this repository.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions CLAUDE.md.

This is exponen-agi/recursive-agentic-improvements's own configuration. It tells Codex and OpenCode how to work on recursive-agentic-improvements itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything recursive-agentic-improvements configures →

Reuse

Borrowing it

Nothing to install: this file belongs to exponen-agi/recursive-agentic-improvements. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/exponen-agi/recursive-agentic-improvements/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/exponen-agi/recursive-agentic-improvements

Made for: Codex, OpenCode.

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 recursive-agentic-improvements AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/exponen-agi/recursive-agentic-improvements/agents-md/github.svg)](https://agentmods.dev/instructions/exponen-agi/recursive-agentic-improvements/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/exponen-agi/recursive-agentic-improvements/agents-md"><img src="https://agentmods.dev/badge/instructions/exponen-agi/recursive-agentic-improvements/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for recursive-agentic-improvements AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/exponen-agi/recursive-agentic-improvements/agents-md"><img src="https://agentmods.dev/badge/instructions/exponen-agi/recursive-agentic-improvements/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 This file is loaded in full into every session.
When invoked 26 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod 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 $0.00026 $0.00026
Opus 5.5 $0.00010 $0.00010
Sonnet 5.5 $0.00005 $0.00005
Haiku 4.5 $0.00003 $0.00003

Measured 28d ago against content hash f20bbcdf95ca, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

recursive-agentic-improvements AGENTS.md 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 28d 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.

Origin

This is a copy

100% identical to skills AGENTS.md — 5 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

AGENTS.md · 4 lines

What it actually says

Agent instructions

All rules for this repository are in CLAUDE.md. Read it first.

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. 28d ago Changed · +3 lines · +22 tokens per session f20bbcdf95ca
  2. 2mo ago First seen · 1 lines · 4 tokens per session scan A 6ebdb617a810

Subscribe to this mod's changes

recursive-agentic-improvements AGENTS.md is an instructions file published in the GitHub repository exponen-agi/recursive-agentic-improvements (2 stars, last pushed yesterday), licensed MIT. It adds 26 tokens to every session, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to skills AGENTS.md, differing in 5 lines, and is treated as a copy.

Related

recursive-agentic-improvements AGENTS.md compared with instructions from other repositories

recursive-agentic-improvements AGENTS.md next to 6 instructions from other repositories
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recursive-agentic-improvements AGENTS.mdexponen-agi/recursive-agentic-improvementsInstructions file2yesterdayMITA26Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143ktodayMITA7,461Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA5,516GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchainInstructions file149ktodayMITA4,680Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file275k3d agoMITA4,313Codex, OpenCode