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saas-mvp-launcher

Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.

67

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is saas-mvp-launcher in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

78%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is highly actionable with executable code and a clear sequenced workflow, and it is largely token-efficient. Its main weakness is progressive disclosure: it is a monolithic single-file skill with no references, despite holding material that could be split out.

Suggestions

Extract the full Prisma schema and extended code examples into reference files (e.g., references/schema.prisma, references/stripe.md) and link to them from the body to improve progressive disclosure.

Add explicit validation checkpoints between build steps (e.g., 'verify auth protects routes before adding payments') to strengthen workflow clarity.

Trim the Overview paragraph and the 'Why' column commentary to reduce mild verbosity.

DimensionReasoningScore

Conciseness

The body is mostly lean — tables, checklists, and executable code with little padding — but the Overview and 'When to Use' sections restate the description and the tech-stack 'Why' column adds mild commentary that could be trimmed, keeping it just below a 5.

4 / 5

Actionability

Copy-paste-ready Prisma schema, Clerk middleware, and Stripe code plus concrete commands ('stripe listen --forward-to...', 'prisma migrate deploy') cover the common cases fully executable as written.

5 / 5

Workflow Clarity

Numbered steps 1–7 give a clear sequence and the Pre-Launch Checklist serves as a verification gate, but the build steps lack explicit validate-then-proceed feedback loops between intermediate stages, so it does not reach 5.

4 / 5

Progressive Disclosure

No bundle files exist and everything (full schema, complete code blocks, long checklists) is inlined in a single SKILL.md; section headers provide structure, but content that would naturally live in separate references is not split out.

3 / 5

Total

16

/

20

Passed

Description

83%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is clear and well-balanced, answering both what the skill does and when to use it with a concrete trigger. It is specific and largely distinct, though slightly generic in its verb and missing a few natural synonyms.

Suggestions

Lead with concrete verbs (e.g., 'Scaffold, configure, and launch a SaaS MVP...') instead of 'Provides a structured roadmap covering' to strengthen specificity.

Add natural synonyms users might say, such as 'startup' or 'web app,' to broaden trigger coverage.

Tighten the topic list to the most distinctive SaaS-specific concerns (multi-tenancy, billing, auth) to reduce overlap with generic web-dev skills.

DimensionReasoningScore

Specificity

Phrases like 'Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist' name the domain and several concrete coverage areas, but the verb ('provides... covering') is generic rather than enumerating distinct actions, keeping it just below a 5.

4 / 5

Completeness

It explicitly states both what ('Provides a structured roadmap covering...') and when ('Use when planning or building a SaaS MVP from scratch') with a concrete trigger phrase, matching the anchor for a clear dual answer.

5 / 5

Trigger Term Quality

'Use when planning or building a SaaS MVP from scratch' surfaces natural terms a user would say ('SaaS MVP', 'building a SaaS'), though common synonyms like 'startup' or 'web app' are absent.

4 / 5

Distinctiveness Conflict Risk

The 'SaaS MVP from scratch' niche is fairly distinct, but the broad topic list (tech stack, architecture, auth, payments) creates minor overlap risk with general web-app or full-stack skills, so it sits at 4 rather than 5.

4 / 5

Total

17

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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