SiYuan is an open-source, self-hosted knowledge workspace for organizing personal information with Markdown, linked content blocks, documents, and databases. It is designed for privacy-conscious people and supports collaboration between humans and AI agents. Its catalogue instruction helps agents work with SiYuan.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add siyuan-note/siyuan --skill siyuan-plugin-developmentgit clone --depth 1 https://github.com/siyuan-note/siyuanWrote 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/skills/siyuan-note/siyuan/siyuan-plugin-development)<a href="https://agentmods.dev/skills/siyuan-note/siyuan/siyuan-plugin-development"><img src="https://agentmods.dev/badge/skills/siyuan-note/siyuan/siyuan-plugin-development/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/skills/siyuan-note/siyuan/siyuan-plugin-development"><img src="https://agentmods.dev/badge/skills/siyuan-note/siyuan/siyuan-plugin-development.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 | $0.00046 | $0.01927 |
| Opus 5.5 | $0.00018 | $0.00771 |
| Sonnet 5.5 | $0.00009 | $0.00385 |
| Haiku 4.5 | $0.00005 | $0.00193 |
Grade A, and why
siyuan-plugin-development 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 yesterday.
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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- yesterday First seen · 53 lines · 46 tokens per session scan A 405de51ab802
siyuan-plugin-development is a skill published in the GitHub repository siyuan-note/siyuan (46,789 stars, last pushed today), licensed AGPL-3.0. It adds 46 tokens to every session and 1,927 once invoked, about $0.0002 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 2026-10-15.
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