Borrowing it
Nothing to install: this file belongs to anton-kostryukov/3d-printing-ops. 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/anton-kostryukov/3d-printing-ops/main/AGENTS.mdgit clone --depth 1 https://github.com/anton-kostryukov/3d-printing-opsWrote 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/anton-kostryukov/3d-printing-ops/agents-md)<a href="https://agentmods.dev/instructions/anton-kostryukov/3d-printing-ops/agents-md"><img src="https://agentmods.dev/badge/instructions/anton-kostryukov/3d-printing-ops/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/anton-kostryukov/3d-printing-ops/agents-md"><img src="https://agentmods.dev/badge/instructions/anton-kostryukov/3d-printing-ops/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 | $0.00367 | $0.00367 |
| Opus 5 | $0.00183 | $0.00183 |
| Sonnet 5 | $0.00073 | $0.00073 |
| Haiku 4.5 | $0.00037 | $0.00037 |
Grade A, and why
3d-printing-ops 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 9d 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
These instructions apply to the klipper-ops skill project.
Purpose
This project owns a publishable AI-agent skill for token-efficient Klipper printer host operations. It bundles reusable scripts for SSH, systemd snapshots, bounded logs, and printer_data/config backup/pull/push workflows.
Editing Rules
- Keep
skills/klipper-ops/SKILL.mdconcise; this skill exists to reduce token use. - Keep bundled scripts portable and configurable through environment variables or workspace env files.
- Prefer command patterns that bound output:
systemctl show,systemctl is-active, andjournalctl -nwith--since. - Do not embed printer-specific hostnames, usernames, passwords, paths outside normal Klipper defaults, or local repository references.
- Do not add slicer profile workflows to this skill.
- Keep use cases transparent in
skills/klipper-ops/SKILL.mdwhen adding or removing operational coverage. - Maintain
VERSION,marketplace.json, and granularCHANGELOG.mdentries for every behavior, script, environment contract, marketplace, or documentation change. - Keep
README.mdhuman-readable and publication-oriented whenever setup, integration, or release behavior changes. - Use GitHub Flow with
mainas the primary branch. - Commit task changes before finishing.
- Create version bumps, git tags, and GitHub Releases only for functional changes or bugfixes. Documentation, repository metadata, topics, and process-only changes do not get releases unless they accompany functional release work.
- Keep the git tag for a release exactly equal to
VERSION. - Run skill validation against
skills/klipper-opsand shell syntax checks after edits.
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.
- 9d ago First seen · 24 lines · 367 tokens per session scan A 42dd9cf1e29d
3d-printing-ops AGENTS.md is an instructions file published in the GitHub repository anton-kostryukov/3d-printing-ops (1 stars, last pushed 1mo ago), licensed MIT. It adds 367 tokens to every session, about $0.0018 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 2026-08-31.
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