shapa-llm: Instructions file for Codex

AGENTS.md

shapa-llm AGENTS.md is an instructions file for Codex, OpenCode from Roukh/shapa-llm. It costs 1,812 tokens per session, scanned D, original, no licence file.

Repository-specific instructions for a coding agent working on Roukh/shapa-llm. They describe how to navigate the project, which commands to use, who owns it, and what boundaries to respect.

In plain words
What is it for?
Use them as operating guidance when inspecting or editing the shapa-llm repository.
Why use it?
They give an automated coding tool the project context and limits it needs before changing files.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is Roukh/shapa-llm's own configuration. It tells Codex and OpenCode how to work on shapa-llm 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 shapa-llm configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Roukh/shapa-llm. 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/Roukh/shapa-llm/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/Roukh/shapa-llm

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 shapa-llm AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/roukh/shapa-llm/agents-md/github.svg)](https://agentmods.dev/instructions/roukh/shapa-llm/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/roukh/shapa-llm/agents-md"><img src="https://agentmods.dev/badge/instructions/roukh/shapa-llm/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 shapa-llm AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/roukh/shapa-llm/agents-md"><img src="https://agentmods.dev/badge/instructions/roukh/shapa-llm/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,812 This file is loaded in full into every session.
When invoked 1,812 The same file — it is already loaded in full.
Security scan D 3 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.01812 $0.01812
Opus 5.5 $0.00725 $0.00725
Sonnet 5.5 $0.00362 $0.00362
Haiku 4.5 $0.00181 $0.00181

Measured yesterday against content hash 60ddee4d21bc, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade D, and why

shapa-llm AGENTS.md scanned grade D with 3 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 yesterday.

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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

- `install.sh` wires hooks, MCP and the skill from a clone. `bootstrap.sh` is the `curl | sh` installer.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

- Touched by the installers: Claude Code `settings.json`, `~/.codex/config.toml`, `opencode.json` (merged with `jq`), and Obsidian when present. `maintain --resolve` shells out to the `claude` CLI.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- `install.sh` wires hooks, MCP and the skill from a clone. `bootstrap.sh` is the `curl | sh` installer.
AGENTS.md · 62 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. yesterday Changed · +2 lines · +229 tokens per session 60ddee4d21bc
  2. 4d ago First seen · 60 lines · 1,583 tokens per session scan D 9b3e0bb10f84

Subscribe to this mod's changes

shapa-llm AGENTS.md is an instructions file published in the GitHub repository Roukh/shapa-llm (2 stars, last pushed yesterday), with no licence file. It adds 1,812 tokens to every session, about $0.0072 per session on Opus 5.5. A static security scan graded it D with 3 findings (downloads and executes remote code, reads agent configuration directories, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-03.

Related

Other instructions, from other repositories

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 9,649 tokens

next.js AGENTS.md

AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.

vercel/next.js · 6,805 tokens

vscode oss-third-party-notices.instructions.md

Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).

microsoft/vscode · 5,262 tokens

langchain AGENTS.md

AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.

langchain-ai/langchain · 4,680 tokens

vscode copilot-instructions.md

Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).

microsoft/vscode · 2,680 tokens

generative-ai-for-beginners AGENTS.md

AGENTS.md instructions for microsoft/generative-ai-for-beginners, covering agents.md, project overview, setup commands, initial repository setup and clone the repository.

microsoft/generative-ai-for-beginners · 2,850 tokens