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 wpsnote/wpsnote-skills --skill prerequisite-gap-findergit clone --depth 1 https://github.com/wpsnote/wpsnote-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/skills/wpsnote/wpsnote-skills/prerequisite-gap-finder)<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/prerequisite-gap-finder"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/prerequisite-gap-finder/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/wpsnote/wpsnote-skills/prerequisite-gap-finder"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/prerequisite-gap-finder.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 | $0.00074 | $0.00514 |
| Opus 5.5 | $0.00030 | $0.00206 |
| Sonnet 5.5 | $0.00015 | $0.00103 |
| Haiku 4.5 | $0.00007 | $0.00051 |
Grade A, and why
prerequisite-gap-finder 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 1mo 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
WPS Prerequisite Gap Finder 2.0
Follow the shared workflow in ../wps-learning-workflow.md.
Inputs
- 当前感觉吃力的一篇 WPS 学习笔记或主题
- 可能覆盖基础知识的旧 WPS 笔记
- 可选的课程阶段、考试背景或难度说明
Output
A structured WPS-ready 前置知识缺口报告，包含缺失基础、修复路径和补完后的自测项。
What this skill should produce
目标不只是告诉用户“这里有缺口”，而是进一步说明：缺什么、为什么卡、先补什么、补完后怎么验。
建议包含这些部分：
required prerequisitescovered in existing notesmissing or weakwhy this blocks understandingrepair planself-check after repair
WPS-first rules
- 如果旧笔记里已经有能补基础的内容，要明确点出对应笔记标题。
- 如果没有可回看的旧笔记，也要直说，不要硬编。
- 修复计划尽量拆成小动作，并给出大致投入量。
Quality rules
- 把缺口分成 blocker、important but recoverable、optional depth 三档。
- 更关注“阻断理解”的基础，而不是所有相关背景都一股脑列出来。
- 缺口说明要和当前主题直接挂钩，让用户知道为什么这里会卡。
This skill should identify prerequisite gaps, not diagnose all misunderstandings in the current note.
Do not use when
- 用户想找的是当前笔记内部的错误或误解
- 主题本身已经理解得差不多，只需要抽复习重点
- 当前主题范围太散，无法形成有意义的前置链条
Recommended next skill
Usually recommend:
misconception-finderstudy-note-linker
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.
- 1mo ago First seen · 60 lines · 74 tokens per session scan A 8920d061d636
prerequisite-gap-finder is a skill published in the GitHub repository wpsnote/wpsnote-skills (183 stars, last pushed yesterday), licensed MIT. It adds 74 tokens to every session and 514 once invoked, about $0.0003 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 2026-08-30.
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