summary-generator
Generate Lesson Summaries
Long lessons are hard to review when learners need fast recall. This skill creates concise Markdown summaries with concepts, patterns, mistakes, and learning connections.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "summary-generator" from https://skillstore.io/skills/92bilal26-summary-generator.md and its manifest at https://skillstore.io/api/skills/92bilal26-summary-generator/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "summary-generator". A beginner lesson introduces Python data types and common type errors.
Expected outcome:
The skill produces a short summary with the core concept, type mental models, practical patterns, common mistakes, and next learning links.
Using "summary-generator". An intermediate lesson explains debugging workflows for AI-assisted coding.
Expected outcome:
The skill extracts workflow patterns, AI collaboration keys, frequent debugging mistakes, and links to prerequisite testing knowledge.
Using "summary-generator". A course author asks to refresh an outdated lesson summary.
Expected outcome:
The skill compares the lesson against the summary, removes extra explanation, and updates the companion file structure.
Security Audit
SafeAll 14 static findings are Markdown backticks in prose, fenced templates, file-name examples, or educational snippets, not executable shell or Ruby code. No prompt injection, data exfiltration intent, or unauthorized command execution evidence was found in SKILL.md.
Risk Factors
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/92bilal26-summary-generator/audits/6?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/92bilal26-summary-generator?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/92bilal26-summary-generator?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/92bilal26-summary-generator/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/92bilal26-summary-generator.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
92Bilal26. (2026). summary-generator security audit report (audit version 6) [Author version unspecified]. Skillstore. https://skillstore.io/skills/92bilal26-summary-generator/audits/6BibTeX citation
@techreport{92bilal26-92bilal26-summary-generator-2026,
author = {92Bilal26},
title = {summary-generator security audit report (audit version 6)},
institution = {Skillstore},
year = {2026},
number = {6},
url = {https://skillstore.io/skills/92bilal26-summary-generator/audits/6},
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: "summary-generator security audit report (audit version 6)"
version: "unspecified"
type: report
authors:
- name: "92Bilal26"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/92bilal26-summary-generator/audits/6"
identifiers:
- type: other
value: "skillstore:92bilal26-summary-generator:audit:6"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Prepare Student Review Notes
Create short companion summaries so learners can revisit core ideas without rereading a full lesson.
Refresh Existing Course Content
Regenerate summaries after lessons change, while keeping a consistent structure across the course.
Support Practice Sessions
Give learners quick references for key patterns, common mistakes, and connected topics during exercises.
Try These Prompts
Use the summary-generator skill on this lesson file. Create the companion summary with the standard sections and length guidance.
Compare this lesson with its current summary. Refresh weak sections, remove full explanations, and keep only essential review content.
Apply the summary-generator process to each lesson in this module. Preserve each lesson's level, concepts, patterns, mistakes, and connections.
Evaluate these lesson summaries against the skill checklist. Identify missing mental models, weak practice patterns, and unclear prerequisite links.
Best Practices
- Read the full lesson before generating the summary.
- Keep each section focused on recall, not full instruction.
- Check the final word count against the lesson proficiency level.
Avoid
- Do not include full lesson explanations in the summary.
- Do not add practice exercises or motivational text.
- Do not expose internal course framework labels to learners.