deep-reading-analyst
Analyze Long-Form Reading Deeply
Long articles and papers can hide weak arguments, missing context, and unclear next steps. This skill applies structured thinking frameworks to produce clear summaries, critiques, and actions.
This skill is part of a pack
Install the whole pack to get every skill the task needs, in one command.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "deep-reading-analyst" from https://skillstore.io/skills/yyh211-deep-reading-analyst.md and its manifest at https://skillstore.io/api/skills/yyh211-deep-reading-analyst/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 "deep-reading-analyst". A user shares a long strategy article about remote work adoption.
Expected outcome:
- SCQA summary that separates background, problem, question, and proposed answer.
- 5W2H gap list covering missing stakeholder, timing, location, method, and cost details.
- Inversion review with likely failure points and mitigation steps.
- Three practical takeaways for the user context.
Using "deep-reading-analyst". A student asks for help understanding a research paper.
Expected outcome:
- Plain-language thesis and key concept explanations.
- Evidence map that separates data, interpretation, and assumptions.
- First-principles breakdown of what must be true for the paper to hold.
- Verification questions for later study.
Using "deep-reading-analyst". A manager compares several articles before making a decision.
Expected outcome:
- Cross-source matrix of claims, evidence strength, and disagreement areas.
- Mental-model analysis from economic, systems, and risk perspectives.
- Decision guidance with benefits, risks, missing information, and next steps.
Security Audit
SafeNo confirmed security issues were found. Static matches were Markdown fences, inline reference paths, and benign analysis vocabulary in reading-framework documents, not command execution or reconnaissance. No prompt-injection or data-exfiltration intent was found in the reviewed files.
Risk Factors
⚙️ External commands (46)
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<iframe src="https://skillstore.io/embed/skills/yyh211-deep-reading-analyst.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
YYH211. (2026). deep-reading-analyst security audit report (audit version 7) [Author version unspecified]. Skillstore. https://skillstore.io/skills/yyh211-deep-reading-analyst/audits/7BibTeX citation
@techreport{yyh211-yyh211-deep-reading-analyst-2026,
author = {YYH211},
title = {deep-reading-analyst security audit report (audit version 7)},
institution = {Skillstore},
year = {2026},
number = {7},
url = {https://skillstore.io/skills/yyh211-deep-reading-analyst/audits/7},
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: "deep-reading-analyst security audit report (audit version 7)"
version: "unspecified"
type: report
authors:
- name: "YYH211"
date-released: "2026-07-08"
url: "https://skillstore.io/skills/yyh211-deep-reading-analyst/audits/7"
identifiers:
- type: other
value: "skillstore:yyh211-deep-reading-analyst:audit:7"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Study A Research Paper
Break down a dense paper into thesis, evidence, assumptions, limits, and test questions.
Evaluate A Strategy Article
Assess business advice with SCQA, inversion, mental models, and practical risk checks.
Prepare Writing Notes
Extract key arguments, useful evidence, counterpoints, and gaps for an essay or report.
Try These Prompts
Analyze this article at quick depth. Use SCQA and 5W2H. Give the thesis, main gaps, top insights, and one next action.
Review this content with critical thinking and inversion. Identify strong claims, weak evidence, hidden assumptions, failure modes, and safer conclusions.
Analyze this paper deeply. Use SCQA, 5W2H, mental models, first principles, systems thinking, and Six Hats. Keep the output concise.
Compare these sources. Map their claims, evidence, assumptions, disagreements, and unique contributions. End with an integrated view and open questions.
Best Practices
- State your reading goal and desired depth before analysis starts.
- Provide the full source text when links may be inaccessible or gated.
- Ask for fewer frameworks when you need a concise answer.
Avoid
- Using every framework for a short or simple article.
- Treating the analysis as fact-checking without external verification.
- Requesting conclusions without sharing enough source material.
Frequently Asked Questions
What content works best with this skill?
Can it analyze multiple sources?
Does it fact-check claims automatically?
Which frameworks does it use?
Can I request one specific framework?
Is it suitable for expert decisions?
Developer Details
Author
YYH211License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
64ca8af0f54a325752f08bd54e52151061ea659a
Maintenance freshness
7/20/2026
Usage
328 downloads · 548 views
File structure