Borrowing it
Nothing to install: this file belongs to shenli/devtool-ax-kit. 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/shenli/devtool-ax-kit/main/AGENTS.mdgit clone --depth 1 https://github.com/shenli/devtool-ax-kitWrote 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/shenli/devtool-ax-kit/agents-md)<a href="https://agentmods.dev/instructions/shenli/devtool-ax-kit/agents-md"><img src="https://agentmods.dev/badge/instructions/shenli/devtool-ax-kit/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/shenli/devtool-ax-kit/agents-md"><img src="https://agentmods.dev/badge/instructions/shenli/devtool-ax-kit/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 | $0.00241 | $0.00241 |
| Opus 5.5 | $0.00096 | $0.00096 |
| Sonnet 5.5 | $0.00048 | $0.00048 |
| Haiku 4.5 | $0.00024 | $0.00024 |
Grade A, and why
devtool-ax-kit 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.
What it actually says
Agent instructions
Read the task prompt, then consult the relevant skill in skills/:
ax-task-designfor controlled task and fixture designax-verificationfor independent deterministic checksax-run-capturefor trajectories, checkpoints, receipts, and replayax-comparisonfor raw-vs-official surface comparisonsax-failure-reportfor evidence-led vendor reports
The methodology and outcome vocabulary are in docs/agent-ax-methodology.md
and docs/outcome-taxonomy.md. These are the repository sources of truth.
Invariants
- Never put real credentials, tokens, production data, or raw secret-bearing trajectories in the repository.
- Keep the verifier outside the agent-editable workspace and do not let the agent modify it.
- Record external writes only with a stable identity and authoritative receipt.
- Treat unavailable resources separately from functional failures.
- Do not repeat an uncertain external write; use pinned replay and the original receipt instead.
Validation
python3 -m unittest discover -s tests -v
python3 scripts/replay_experiment.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.
- 2mo ago First seen · 31 lines · 241 tokens per session scan A eda90fe8361b
devtool-ax-kit AGENTS.md is an instructions file published in the GitHub repository shenli/devtool-ax-kit (2 stars, last pushed 15d ago), licensed Apache-2.0. It adds 241 tokens to every session, about $0.0010 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.
Other instructions, from other repositories
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).
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.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
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.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.