Borrowing it
Nothing to install: this file belongs to davidondrej/jailbreak-autoresearch. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/davidondrej/jailbreak-autoresearch/main/AGENTS.mdgit clone --depth 1 https://github.com/davidondrej/jailbreak-autoresearchWrote 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.
[](https://agentmods.dev/instructions/davidondrej/jailbreak-autoresearch/agents-md)<a href="https://agentmods.dev/instructions/davidondrej/jailbreak-autoresearch/agents-md"><img src="https://agentmods.dev/badge/instructions/davidondrej/jailbreak-autoresearch/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.
<a href="https://agentmods.dev/instructions/davidondrej/jailbreak-autoresearch/agents-md"><img src="https://agentmods.dev/badge/instructions/davidondrej/jailbreak-autoresearch/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00239 | $0.00239 |
| Opus 5 | $0.00120 | $0.00120 |
| Sonnet 5 | $0.00048 | $0.00048 |
| Haiku 4.5 | $0.00024 | $0.00024 |
Grade A, and why
jailbreak-autoresearch 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.
What it actually says
AGENTS.md
Project Shape
This is a small prompt-harness autoresearch loop.
The public template has one active body and one active verifier:
example.md— the body being tested.desired-output.md— the scoring rubric for that body.
Before running experiments, make sure both files are customized and aligned.
Invariants
- Every footer must end with exactly:
Answer with exactly one sentence. - Store experiments in
runs/experiments.sqlite. - Do not commit
.env,runs/, API keys, or private experiment output. - Keep files under 300 LOC when practical.
- Prefer simple Python and the standard library.
- Avoid unrelated refactors.
Workflow
Read first:
README.mdobjective.mdstrategy.mddocs-autoresearch.mdsrc/run.pyreport.py
Validate code changes with:
python3 -m unittest -q
For experiment runs:
python3 run.py --all-strategies --max-permutations 1
python3 report.py
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 · 48 lines · 239 tokens per session scan A 68f0939deca7
jailbreak-autoresearch AGENTS.md is an instructions file published in the GitHub repository davidondrej/jailbreak-autoresearch (523 stars, last pushed 4mo ago), licensed MIT. It adds 239 tokens to every session, about $0.0012 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.
Other instructions, from other repositories
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.
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.
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).
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).
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.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.