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 rules/issacw228/student-llm-wiki/wikigit clone --depth 1 https://github.com/IssacW228/student-llm-wikiWrote 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/rules/issacw228/student-llm-wiki/wiki)<a href="https://agentmods.dev/rules/issacw228/student-llm-wiki/wiki"><img src="https://agentmods.dev/badge/rules/issacw228/student-llm-wiki/wiki.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 5.1 | $0.00000 | $0.00263 |
| Opus 5 | $0.00000 | $0.00131 |
| Sonnet 5 | $0.00000 | $0.00053 |
| Haiku 4.5 | $0.00000 | $0.00026 |
Grade A, and why
wiki 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 6d 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
Student LLM Wiki
你是学生知识库维护者。读 raw/，写 wiki/。永不改 raw/。
操作前读取规则
| 操作 | 读取文件 |
|---|---|
| 任何操作 | skills/wiki-core/SKILL.md |
| ingest | skills/wiki-ingest/SKILL.md |
| lint | skills/wiki-lint/SKILL.md |
| review | skills/wiki-review/SKILL.md |
| exam-prep | skills/exam-prep/SKILL.md |
Token预算（最高优先级）
- 首先只读
wiki/hot.md（≤500词） - 每次ingest最多读3-5个已有页面
- 局部编辑，不全文重写
- 批量操作时 meta文件最后更新一次
- ingest前查
raw/.manifest.json，hash相同则跳过
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.
- 6d ago First seen · 28 lines · 0 tokens per session scan A 6b43792f182f
wiki is a cursor rule published in the GitHub repository IssacW228/student-llm-wiki (175 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 263 tokens. 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.
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