lipstyk: Instructions file for Codex

AGENTS.md

lipstyk AGENTS.md is an instructions file for Codex, OpenCode from styrene-lab/lipstyk. It costs 1,432 tokens per session, scanned A, original, MIT.

Contributor instructions for lipstyk, a Rust-based checker that finds patterns common in machine-generated code. It analyzes source files in languages including Rust, TypeScript, Python, Go, HTML, Java, shell scripts, Dockerfiles, and configuration files.

In plain words
What is it for?
They support building release binaries, enabling optional agent or language-server modes, running tests, fixing compiler warnings, and adding rules for supported languages and file types.
Why use it?
They explain how the checker is built, organized, and tested before a change is submitted. This helps contributors add or adjust detection rules without breaking existing checks.

Instructions file for CodexOpenCode

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

This is styrene-lab/lipstyk's own configuration. It tells Codex and OpenCode how to work on lipstyk 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 lipstyk configures →

Reuse

Borrowing it

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

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 lipstyk AGENTS.md

README.md
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Your own site
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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 lipstyk AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/styrene-lab/lipstyk/agents-md"><img src="https://agentmods.dev/badge/instructions/styrene-lab/lipstyk/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,432 This file is loaded in full into every session.
When invoked 1,432 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.01432 $0.01432
Opus 5.5 $0.00573 $0.00573
Sonnet 5.5 $0.00286 $0.00286
Haiku 4.5 $0.00143 $0.00143

Measured 2mo ago against content hash f60f9807929d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

lipstyk 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 2mo 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 · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

lipstyk is a static analysis tool that detects machine-generated code patterns. Deterministic rules, no ML. Rust codebase, edition 2024.

Build

cargo build --release                    # CLI only
cargo build --release --features agent   # CLI + MCP/Omegon agent
cargo build --release --features lsp     # CLI + LSP server
cargo test                               # 87 integration tests

CI runs cargo clippy -- -D warnings. Fix all warnings before opening a PR.

Architecture

src/
  rules/          # Rust-specific rules (AST via syn)
  ts/             # TypeScript/JavaScript rules (AST via oxc + text)
  python/         # Python rules (AST via tree-sitter + text)
  golang/         # Go rules (AST via tree-sitter + text)
  html/           # HTML/CSS rules (tag parser)
  java/           # Java rules (text)
  shell/          # Shell rules (text)
  docker/         # Dockerfile rules (text)
  devops/         # Kubernetes + CI/CD YAML rules (content-sniffed)
  markdown/       # Markdown rules (text)
  common/         # Shared analysis utilities
  lint.rs         # Linter core — rule registration and dispatch
  source_rule.rs  # SourceRule trait, Lang enum, SourceContext
  diagnostic.rs   # Diagnostic, Severity, SlopScore
  config.rs       # .lipstyk.toml loading
  diff.rs         # --diff mode (changed-lines filtering)
  report.rs       # Output formatting (JSON, SARIF, Markdown, summary)
  main.rs         # CLI entry point
  agent.rs        # MCP/Omegon entry point (behind `agent` feature)
  lsp.rs          # LSP server (behind `lsp` feature)

Adding a rule

1. Pick the right trait

Rust rules implement Rule (uses syn AST):

pub trait Rule: Send + Sync {
    fn name(&self) -> &'static str;
    fn check(&self, file: &syn::File, ctx: &LintContext) -> Vec<Diagnostic>;
}

LintContext carries filename, source, and exclude_tests.

All other languages implement SourceRule:

pub trait SourceRule: Send + Sync {
    fn name(&self) -> &'static str;
    fn langs(&self) -> &[Lang];
    fn check(&self, ctx: &SourceContext) -> Vec<Diagnostic>;
}

Read the full file on GitHub · 174 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.

  1. 2mo ago First seen · 174 lines · 1,432 tokens per session scan A f60f9807929d

Subscribe to this mod's changes

lipstyk AGENTS.md is an instructions file published in the GitHub repository styrene-lab/lipstyk (13 stars, last pushed 2mo ago), licensed MIT. It adds 1,432 tokens to every session, about $0.0057 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 2026-08-30.

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