viral-verification
Validate Viral Social Posts
Draft posts often fail because weak hooks, pacing, or value are hard to see. This skill scores those factors and suggests sharper rewrites.
Stop for confirmation before installing.
Review the plan and obtain explicit user consent before changing files.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "viral-verification" from https://skillstore.io/skills/wangdefou-dev-viral-verification.md and its manifest at https://skillstore.io/api/skills/wangdefou-dev-viral-verification/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.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 "viral-verification". A short product launch post about a new analytics dashboard.
Expected outcome:
The report scores the hook as weak, improves the opening question, and rewrites the post with clearer business value.
Using "viral-verification". A founder thread about lessons from a failed hiring process.
Expected outcome:
The skill highlights strong narrative tension, suggests tighter pacing, and produces a more direct final version.
Using "viral-verification". A batch of Markdown drafts in the configured outputs folder.
Expected outcome:
The script creates verification reports in the viral-verified-posts output folder for unprocessed drafts.
Security Audit
High RiskThe command-execution findings are false positives caused by TypeScript template literals and Markdown code fences. Real concerns remain: the script loads a parent .env file, reads local input files, uses API credentials, and sends content to an external model endpoint. The skill needs clear disclosure, path restrictions, and safer secret handling before broad publication.
Confirmed security concerns (5)
Capability review items (11)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
โ๏ธ External commands (15)
๐ Filesystem access (16)
๐ Env variables (8)
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.
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https://skillstore.io/skills/wangdefou-dev-viral-verification/audits/10?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/wangdefou-dev-viral-verification?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/wangdefou-dev-viral-verification/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/wangdefou-dev-viral-verification.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 ยท BibTeX ยท CFF)
APA citation
wangdefou-dev. (2026). viral-verification security audit report (audit version 10) [Author version unspecified]. Skillstore. https://skillstore.io/skills/wangdefou-dev-viral-verification/audits/10BibTeX citation
@techreport{wangdefou-dev-wangdefou-dev-viral-verification-2026,
author = {wangdefou-dev},
title = {viral-verification security audit report (audit version 10)},
institution = {Skillstore},
year = {2026},
number = {10},
url = {https://skillstore.io/skills/wangdefou-dev-viral-verification/audits/10},
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: "viral-verification security audit report (audit version 10)"
version: "unspecified"
type: report
authors:
- name: "wangdefou-dev"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/wangdefou-dev-viral-verification/audits/10"
identifiers:
- type: other
value: "skillstore:wangdefou-dev-viral-verification:audit:10"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Improve Launch Posts
Review launch copy before posting and receive stronger hooks, clearer value, and a cleaner final draft.
Audit Social Calendars
Score scheduled posts and find weak drafts before they reach the publishing queue.
Coach Content Writers
Show writers which viral factors are missing and provide concrete revision targets.
Try These Prompts
Review this draft for viral potential. Score each factor and give three practical improvements: [paste draft].
Review and rewrite this post. Keep the claim accurate, keep the tone calm, and improve the opening hook: [paste draft].
Compare these two drafts. Explain which version has stronger viral factors, then create a final merged version: [paste drafts].
Review these drafts as a campaign set. Rank them, identify repeated weaknesses, and suggest a revision plan: [paste drafts].
Best Practices
- Provide the full draft and explain the target audience before asking for a rewrite.
- Review factual claims after every rewrite before publishing.
- Use scores as editing signals, not as guaranteed engagement predictions.
Avoid
- Do not use the rewrite to exaggerate claims or remove important context.
- Do not process confidential drafts without approval for external model use.
- Do not optimize for outrage when the topic requires accuracy and care.
Frequently Asked Questions
What does this skill evaluate?
Does it guarantee viral performance?
Can it rewrite my post?
Does the script use local files?
Does automated use require an API key?
Which tools does it support?
Developer Details
Author
wangdefou-devLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/wangdefou-dev/defou-workflow-agent/tree/main/skills/viral-verificationRef
36e07d5e13068e5be64447e8f20b427cf2cbd21a
Maintenance freshness
7/18/2026
Usage
36 downloads ยท 237 views