concept-to-story
Turn Concepts into Source-Grounded Stories
Dense source material can make abstract ideas difficult to understand and remember. This skill creates faithful stories, visual anchors, concept maps, and recall questions.
使用我的智能体安装
将此请求复制给你的智能体，其中包含权威 Skill 页面和清单。
Review the Skillstore skill "concept-to-story" from https://skillstore.io/skills/autoloading8822-concept-to-story.md and its manifest at https://skillstore.io/api/skills/autoloading8822-concept-to-story/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.你的智能体仍应展示其计划，并按安全策略请求必要确认。
Agent 可读资源
当 AI Agent、爬虫或脚本需要干净上下文，而不是读取完整页面时，请使用这些链接。
测试它
正在使用“concept-to-story”。 Teach opportunity cost from the attached economics chapter.
预期结果:
The lesson cites the verified section, follows a student choosing between two commitments, and maps the sacrifice to the concept. It ends with one new decision scenario.
正在使用“concept-to-story”。 Create a map of this chapter on database transactions.
预期结果:
- A chapter map separates atomicity, consistency, isolation, and durability.
- Dependency notes identify which ideas rely on transaction boundaries and failure assumptions.
- The first lesson uses a concrete transaction failure and asks one recall question.
正在使用“concept-to-story”。 Help me remember correlation versus causation from this paper.
预期结果:
A fictional scene contrasts two linked observations with an untested causal claim. The boundary section preserves the study design limits and possible confounders.
安全审计
安全All eight static findings are false positives caused by instructional prose and Markdown formatting. The skill contains no executable code, environment access, or system reconnaissance behavior.
风险因素
🔑 环境变量 (1)
⚙️ 外部命令 (1)
分享与引用此报告
分享版本化评估报告、中性徽章、嵌入卡片和引用。Skillstore 只报告证据，不判断该 Skill 是否安全。
复制报告链接
https://skillstore.io/skills/autoloading8822-concept-to-story/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown 徽章
[](https://skillstore.io/skills/autoloading8822-concept-to-story?utm_source=security_passport_badge)HTML 徽章
<a href="https://skillstore.io/skills/autoloading8822-concept-to-story?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/autoloading8822-concept-to-story/security.svg" alt="Skillstore security assessment" loading="lazy"></a>嵌入卡片
<iframe src="https://skillstore.io/embed/skills/autoloading8822-concept-to-story.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>学术引用 (APA · BibTeX · CFF)
APA 引用
autoloading8822. (2026). concept-to-story security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/autoloading8822-concept-to-story/audits/1BibTeX 引用
@techreport{autoloading8822-autoloading8822-concept-to-story-2026,
author = {autoloading8822},
title = {concept-to-story security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/autoloading8822-concept-to-story/audits/1},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "concept-to-story security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "autoloading8822"
date-released: "2026-09-20"
url: "https://skillstore.io/skills/autoloading8822-concept-to-story/audits/1"
identifiers:
- type: other
value: "skillstore:autoloading8822-concept-to-story:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore 评分
评分依据 证据置信度: 中你能构建什么
Study a difficult textbook chapter
Map the chapter, learn each concept through a faithful story, and test understanding with active recall.
Prepare a source-grounded lesson
Convert selected readings into structured explanations, analogy boundaries, and transfer questions for guided instruction.
Understand a technical paper
Trace claims to passages while preserving methods, assumptions, notation, and limits in a concrete explanation.
试试这些提示
Use the attached document to teach {concept}. Cite the verified passage, create one story and memory anchor, then ask one recall question.Create a concept map for {chapter}. Show dependencies among three to seven verified concepts, then teach the first concept.Resume from this checkpoint: {checkpoint}. Review the pending concept, evaluate my answer, and give one transfer question when understanding is demonstrated.Teach {claim} from {source scope}. Preserve definitions, assumptions, and notation. Use a worked situation when analogy would distort the mechanism.最佳实践
- Provide the exact document and identify the chapter, pages, or concept you want to study.
- Answer each recall question before requesting the next lesson or transfer test.
- Ask for a checkpoint when pausing a long learning sequence.
避免
- Do not request source-grounded teaching without providing the source or relevant passage.
- Do not treat fictional stories as evidence that a claim is true.
- Do not assume an analogy captures every condition, exception, or technical detail.
常见问题
What source formats can I use?
Can it teach an entire book at once?
How does it prevent invented source claims?
Does it reveal recall answers immediately?
Can it handle equations and technical mechanisms?
Does it create images or track my progress?
开发者详情
许可证
MIT
Skillstore 修订
r1
版本提示
作者未声明版本。
引用
f514d33f1e0b5745b640cd94422bbb59a70c00c9
维护新鲜度
2026/9/20
使用量
0 次下载 · 0 次浏览
文件结构