klein-harness: Instructions file for Codex

AGENTS.md

klein-harness AGENTS.md is an instructions file for Codex, OpenCode from JerryLookupU/klein-harness. It costs 221 tokens per session, scanned A, original, MIT.

Repository instructions for Klein-Harness, a local runtime that tests coding-agent work in a closed loop.

In plain words
What is it for?
Use them when testing changes in the Klein-Harness project, especially when deciding between real services and fake or mock replacements.
Why use it?
They define how tests should be run and how to report whether results were checked in a real environment or only with simulated data.

Instructions file for CodexOpenCode

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

This is JerryLookupU/klein-harness's own configuration. It tells Codex and OpenCode how to work on klein-harness 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 klein-harness configures →

Reuse

Borrowing it

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

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 klein-harness AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/jerrylookupu/klein-harness/agents-md.svg)](https://agentmods.dev/instructions/jerrylookupu/klein-harness/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/jerrylookupu/klein-harness/agents-md"><img src="https://agentmods.dev/badge/instructions/jerrylookupu/klein-harness/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 221 This file is loaded in full into every session.
When invoked 221 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 $0.00221 $0.00221
Opus 5 $0.00111 $0.00111
Sonnet 5 $0.00044 $0.00044
Haiku 4.5 $0.00022 $0.00022

Measured 7d ago against content hash 8b969e79fae6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

klein-harness 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 7d 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 · 11 lines

What it actually says

Testing Policy

  • 测试默认使用真实数据、真实 API key、真实本地环境进行验证,并尽量按照上线环境的路径、依赖、配置和行为执行。
  • 不要优先引入 fake 环境、mock 数据、print mode、伪造 session 或额外测试实体来替代真实链路,除非用户明确要求,或真实环境因外部条件不可用而被明确标记为 BLOCKED
  • 当仓库已经接近上线态时,优先直接验证实际结果,避免为了测试再增加一层虚拟适配、镜像实体或额外抽象。
  • 如果某项测试只能通过 fake/mock 完成,必须先说明原因、记录与线上环境的差异、列出后续需要移除或对齐的项,再继续执行。
  • 测试结论必须明确区分:
    • 真实环境验证通过
    • 仅 fake/mock 验证通过
    • 因真实环境不可用而阻塞
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. 7d ago First seen · 11 lines · 221 tokens per session scan A 8b969e79fae6

Subscribe to this mod's changes

klein-harness AGENTS.md is an instructions file published in the GitHub repository JerryLookupU/klein-harness (11 stars, last pushed 5mo ago), licensed MIT. It adds 221 tokens to every session, about $0.0011 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.

Related

Other instructions, from other repositories

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 · 5,182 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

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

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 · 4,469 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, applying the notice (cutover) and fallback chain (never fail the build).

microsoft/vscode · 5,001 tokens

spec-kit AGENTS.md

AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.

github/spec-kit · 7,104 tokens