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 agentmods add commands/wunamesst/skills/ingestgit clone --depth 1 https://github.com/wunamesst/skillsWrote 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/commands/wunamesst/skills/ingest)<a href="https://agentmods.dev/commands/wunamesst/skills/ingest"><img src="https://agentmods.dev/badge/commands/wunamesst/skills/ingest.svg" alt="Measured on agentmods" 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 | $0.00016 | $0.00246 |
| Opus 5 | $0.00008 | $0.00123 |
| Sonnet 5 | $0.00003 | $0.00049 |
| Haiku 4.5 | $0.00002 | $0.00025 |
Grade A, and why
ingest 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 4d 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
编译指定路径下的 Raw 素材：
- 读取
00_SYSTEM/INGEST_LOG.md查重 - 读取
00_SYSTEM/SCHEMA.md确认规则（首次运行时从references/SCHEMA.md部署） - 遍历指定路径下的未处理文件
- 对每个文件：
- 去水存干，提取硬核知识
- 原子化拆分为概念卡片
- 强制双向链接已有概念
- 生成/更新 Wiki 页面（使用
templates/concept-page.md模板）
- 更新
02_Wiki/index.md - 追加
00_SYSTEM/INGEST_LOG.md - 输出处理摘要
如果指定了具体文件，只处理该文件。 如果未指定，处理 01_Raw/ 下所有未处理文件。
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.
- 4d ago First seen · 23 lines · 16 tokens per session scan A 9ad3ed94734d
ingest is a command published in the GitHub repository wunamesst/skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 16 tokens to every session and 246 once invoked, about $0.0001 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.
Other commands, from other repositories
outline
Get the table of contents (outline) of an arXiv paper from ar5iv.org.
plannotator-annotate
Open interactive annotation UI for a markdown file.
cti-report
Render case deliverables — relationship graph (PNG/SVG/Mermaid) and a polished PDF/DOCX assessment. Usage: /cti-report [--graph|--pdf].
vp-export-document
Command "vp-export-document" from Ganbin/4d-development-skill, covering description, passing a callback method (formula), example 1, example 2 and example 3.
print-form
Command "print-form" from Ganbin/4d-development-skill, covering description, example 1, example 2, example 3 and see also.
vp-run-offscreen-area
VP Run offscreen area ( parameters : Object) : Mixed.