What is unslop AGENTS.md?

Repository instructions for developing the unslop package, covering workflow, writing style, commits, and reviews. They tell agents which files to edit and which checks to run after changes.

Use them when modifying the Python package, hook scripts, documentation, commit messages, or pull-request descriptions.

They keep contributions consistent and reduce mistakes such as editing mirrored files or skipping package tests.

How MohamedAbdallah-14/unslop configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to MohamedAbdallah-14/unslop. 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/MohamedAbdallah-14/unslop/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/MohamedAbdallah-14/unslop

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/mohamedabdallah-14/unslop/agents-md/github.svg)](https://agentmods.dev/instructions/mohamedabdallah-14/unslop/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/mohamedabdallah-14/unslop/agents-md"><img src="https://agentmods.dev/badge/instructions/mohamedabdallah-14/unslop/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/mohamedabdallah-14/unslop/agents-md"><img src="https://agentmods.dev/badge/instructions/mohamedabdallah-14/unslop/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 599 This file is loaded in full into every session.

When invoked 599 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 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.

Model	Per session	Once invoked
Fable 5.1	$0.00599	$0.00599
Opus 5	$0.00300	$0.00300
Sonnet 5	$0.00120	$0.00120
Haiku 4.5	$0.00060	$0.00060

Measured 10d ago against content hash 7f2728eeeabe, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

unslop 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 10d 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 · 44 lines

How it starts

The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Instructions — unslop repo

Drop AI-isms. Keep the technical substance exact. Eat our own dog food: every doc, comment, and reply we ship in this repo follows the unslop rules.

Workflow

Read CLAUDE.md for the full maintainer guide.
Edit only the SSOT files. Mirrors are auto-generated by CI. Edit root CHANGELOG.md only; unslop/CHANGELOG.md is generated.
Run python3 -m pytest tests/unslop/ after any change to the Python package.
Run bash hooks/install.sh after editing any hook script and verify the .unslop-active flag updates correctly with /unslop full and stop unslop.

Tone

No "Great question!" openers. No "I'd be happy to help."
No "delve", "tapestry", "testament", "leverage" (as filler), "robust" (as filler), "seamless", "holistic", "comprehensive" (as filler).
No "It's important to note that". No "Generally speaking". No "In essence".
No five-paragraph essay shape in commit messages or PR descriptions.
Burstiness: short. Then one longer sentence that develops the point. Short again.
Real uncertainty is fine ("I think", "probably") when honest. Performative softening isn't.

Commits

Use unslop-commit style (Conventional Commits, body only when "why" isn't obvious from subject). See skills/unslop-commit/SKILL.md.

Reviews

Use unslop-review style (file:line, severity prefix, observation, fix). See skills/unslop-review/SKILL.md.

Tests are the contract

The TestPreservation suite enforces that humanization never modifies code, URLs, or headings. Don't disable it. If a test fails, the unslop is wrong, not the test.

Citation hygiene

When editing SSOT docs, verify benchmark attributions against docs/research/2026-08-detector-research/:

Liang ESL paper is arXiv:2304.02819 (not 2306.04723 — that's Tulchinskii PHD).
Jabarian & Imas (Booth 2025) tested StealthGPT only — not Turnitin, not twelve humanizers.
23.5× few-shot style gain is Jemama (2509.24930), not Catch Me (2509.14543).

Read the full file on GitHub · 44 lines

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.

10d ago First seen · 44 lines · 599 tokens per session scan A 7f2728eeeabe

Subscribe to this mod's changes

unslop AGENTS.md is an instructions file published in the GitHub repository MohamedAbdallah-14/unslop (129 stars, last pushed 2d ago), licensed MIT. It adds 599 tokens to every session, about $0.0030 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 2026-08-30.

Claude Code ai-detection ai-plugin anti-slop claude-code-plugin cline-rules

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 · 7,296 tokens

codex AGENTS.md

AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.

openai/codex · 5,153 tokens

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 · 6,785 tokens

unslop: Instructions file for Codex