skill-from-masters
Build Expert-Grounded AI Skills
Creating a useful AI skill requires more than generic instructions. This skill guides Claude, Codex, and Claude Code to research proven expert methods before drafting the skill.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "skill-from-masters" from https://skillstore.io/skills/gbsoss-skill-from-masters.md and its manifest at https://skillstore.io/api/skills/gbsoss-skill-from-masters/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 "skill-from-masters". I want to build a skill for writing sales emails.
Expected outcome:
The skill maps the request to sales, copywriting, and persuasion. It suggests SPIN Selling, Challenger Sale, AIDA, and awareness-stage copywriting for review.
Using "skill-from-masters". Create a skill for better engineering code reviews.
Expected outcome:
The skill identifies software engineering and feedback methods. It combines review quality checks, clear feedback language, and common review anti-patterns.
Using "skill-from-masters". Help me make a presentation coaching skill.
Expected outcome:
The skill proposes storytelling, visual design, and persuasion frameworks. It asks the user to choose the best fit before drafting final instructions.
Security Audit
SafeAll static findings are false positives caused by Markdown formatting and benign research language. No prompt injection, command execution, data exfiltration, or system reconnaissance intent was found in SKILL.md or references/methodology-database.md.
Risk Factors
⚙️ External commands (1)
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/gbsoss-skill-from-masters/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/gbsoss-skill-from-masters?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/gbsoss-skill-from-masters?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/gbsoss-skill-from-masters/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/gbsoss-skill-from-masters.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
GBSOSS. (2026). skill-from-masters security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/gbsoss-skill-from-masters/audits/8BibTeX citation
@techreport{gbsoss-gbsoss-skill-from-masters-2026,
author = {GBSOSS},
title = {skill-from-masters security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/gbsoss-skill-from-masters/audits/8},
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: "skill-from-masters security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
- name: "GBSOSS"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/gbsoss-skill-from-masters/audits/8"
identifiers:
- type: other
value: "skillstore:gbsoss-skill-from-masters:audit:8"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Create a Domain Skill
Identify proven frameworks before building a new skill for sales, product, writing, design, or engineering work.
Improve Skill Quality
Ground a draft skill in expert methods, primary sources, strong examples, and explicit quality checks.
Compare Expert Methods
Review several approaches in a domain and choose the best combination for a specific workflow.
Try These Prompts
Help me create a skill for writing customer interview plans. First, find proven expert methods I should use.
I want a skill for product requirement documents. Map the domain, identify expert frameworks, and show the best sources to review.
Compare Amazon working backwards, Marty Cagan product discovery, and Teresa Torres continuous discovery for a PRD skill. Recommend a coherent foundation.
Use the selected methods to produce actionable principles, workflow steps, quality criteria, examples, and anti-patterns for skill-creator.
Best Practices
- Start with the user goal, target tasks, and quality bar before researching methods.
- Use primary sources and strong examples before summarizing expert principles.
- Choose one to three core methodologies so the final skill stays focused.
Avoid
- Do not build a skill from generic advice without domain-specific expert methods.
- Do not mix conflicting frameworks without explaining the tradeoffs to the user.
- Do not skip examples, quality criteria, or common mistakes before handoff.
Frequently Asked Questions
What does this skill do?
When should I use it?
Does it create the final skill?
Does it require web search?
Can it combine multiple experts?
Which tools can use it?
Developer Details
Author
GBSOSSLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
a06681402992ceae98ba04d54cfd4ab004862696
Maintenance freshness
7/18/2026
Usage
22 downloads · 309 views
File structure