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/septemc/mistakebookskill/scholargit clone --depth 1 https://github.com/Septemc/MistakebookSkillWrote 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/septemc/mistakebookskill/scholar)<a href="https://agentmods.dev/commands/septemc/mistakebookskill/scholar"><img src="https://agentmods.dev/badge/commands/septemc/mistakebookskill/scholar.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 | $0.00026 | $0.00214 |
| Opus 5 | $0.00013 | $0.00107 |
| Sonnet 5 | $0.00005 | $0.00043 |
| Haiku 4.5 | $0.00003 | $0.00021 |
Grade A, and why
scholar 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 3d 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
在正式回答前先执行：
python scripts/mistakebook_cli.py scholar --host codex --project-root . --scope both --text "<当前任务>"
执行规则：
- 只有
shouldInject = true时，才在正式回答前输出一行message。 - 如果
shouldInject = false，保持静默，直接正常回答。 - 如果当前已经进入纠错闭环、记事本归档或
Ascended Mode，不要运行scholar。 scholar负责答前避错，不替代Ascended Mode的失败升级处理。- 需要长期关闭或开启时，分别执行：
python scripts/mistakebook_cli.py config --scholar offpython scripts/mistakebook_cli.py config --scholar on
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.
- 3d ago First seen · 18 lines · 26 tokens per session scan A 9f8ff6ad6054
scholar is a command published in the GitHub repository Septemc/MistakebookSkill (23 stars, last pushed 4mo ago), licensed MIT. It adds 26 tokens to every session and 214 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 2026-08-30.
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