panopticon: Instructions file for Codex

AGENTS.md

panopticon AGENTS.md is an instructions file for Codex, OpenCode from Unsupervisedcom/panopticon. It costs 9,032 tokens per session, scanned A, original, no licence file.

Project instructions for the Panopticon repository. They describe the operating manual, a determinism rule, the module layout, conventions, and development commands.

In plain words
What is it for?
Use them when navigating, changing, or running development tasks in the Unsupervisedcom/panopticon repository.
Why use it?
They help the coding agent preserve the repository's required behavior and working practices.

Instructions file for CodexOpenCode

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

This is Unsupervisedcom/panopticon's own configuration. It tells Codex and OpenCode how to work on panopticon 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 panopticon configures →

Reuse

Borrowing it

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

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 panopticon AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/unsupervisedcom/panopticon/agents-md"><img src="https://agentmods.dev/badge/instructions/unsupervisedcom/panopticon/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 9,032 This file is loaded in full into every session.
When invoked 9,032 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 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 $0.09032 $0.09032
Opus 5.5 $0.03613 $0.03613
Sonnet 5.5 $0.01806 $0.01806
Haiku 4.5 $0.00903 $0.00903

Measured 4d ago against content hash c4871d4cc260, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

panopticon 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 4d 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.

AGENTS.md · 438 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 4d ago Changed · +16 lines · +376 tokens per session c4871d4cc260
  2. 17d ago Changed · +1 lines · +16 tokens per session 160f5e6af40b
  3. 1mo ago Changed · +6 lines · +147 tokens per session ca8e52697278
  4. 1mo ago Changed · +18 lines · +439 tokens per session 6b7ce03f126e
  5. 1mo ago Changed · +11 lines · +249 tokens per session 0778d8c73ee6
  6. 1mo ago Changed · +19 lines · +437 tokens per session f429e1e216da
  7. 1mo ago Changed · +30 lines · +639 tokens per session adfaa9cb8a23
  8. 2mo ago First seen · 337 lines · 6,729 tokens per session scan A ba355da75dbe

Subscribe to this mod's changes

panopticon AGENTS.md is an instructions file published in the GitHub repository Unsupervisedcom/panopticon (2 stars, last pushed 5d ago), with no licence file. It adds 9,032 tokens to every session, about $0.0361 per session on Opus 5.5. 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.

Related

panopticon AGENTS.md compared with instructions from other repositories

panopticon AGENTS.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
panopticon AGENTS.mdUnsupervisedcom/panopticonInstructions file25d agononeA9,032Codex, 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 file195ktodayMITA5,649GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchainInstructions file149ktodayMITA4,680Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA3,093GitHub Copilot
vscode model-prompts.instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA2,022GitHub Copilot