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Agent skill · Audited from source

Startup Validator

skill · pedronauck/skillsLicence not declaredAudited 16 Oct 2026 · source 118e61cf1c61

★ 637pushed 31 days ago
✓SAFEGrade B · 89/100 · 16 Oct 2026 · 118e61c
637repo stars · whole pedronauck/skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 118e61cf1c61 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning.…

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Cite this page

ModelsAtlas. “Startup Validator (pedronauck/skills)”. Retrieved 16 Oct 2026. https://modelsatlas.com/skills/pedronauck/startup-validator

Trust audit

Audit 0.4.1 · source read 16 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 118e61cf1c61 · 16 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherpedronauck GitHub userOwner of the repository this skill is read from
  • Source folderpedronauck/skills/skills/marketing/startup-validatorThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict118e61cf1c61A new audit runs when the source changes
  • Repository statusNot archivedLast push 31 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning.…

---
name: startup-validator
description: Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
---

# Startup Validator

A comprehensive tool for analyzing startup ideas through systematic market research, competitive analysis, problem validation, and positioning strategy. This skill helps evaluate whether a startup idea has genuine market potential and how to position it effectively.

## Core Workflow

When a user presents a startup idea, follow this systematic validation process:

### 1. Idea Clarification & Scoping (2-3 minutes)

Ensure complete understanding before research begins:

**Extract key information:**
- Problem being solved
- Target customer/market
- Proposed solution
- Business model (if mentioned)
- Geographic focus (default: global/US)

**Ask clarifying questions only if critical information is missing:**
- "Who specifically is your target customer?"
- "What problem are they currently facing?"
- "How are they solving this problem today?"

**Do not ask** for information you can research independently (market size, competitors, trends).

### 2. Research Plan Development (1 minute)

Based on the idea, create a research plan identifying:
- Market size queries needed
- Competitor research keywords
- Problem validation searches
- Trend analysis topics
- Pricing/business model research

Use templates from `references/research_templates.md` for query formulation.

### 3. Comprehensive Market Research (10-15 tool calls minimum)

Execute systematic research across all dimensions. **Always use at least 10-15 web searches** to ensure thorough analysis.

#### A. Market Opportunity (3-5 searches)
Search for:
- Market size and projections
- Growth rates and trends
- TAM/SAM calculations
- Industry reports and forecasts

**Query examples:**
- "[industry] market size 2025"
- "global [product category] market forecast"
- "[industry] growth rate CAGR"

#### B. Competitive Landscape (3-5 searches)
Search for:
- Direct competitors
- Alternative solutions
- Market leaders
- Recent funding/acquisitions

**Query examples:**
- "[solution type] companies"
- "[product category] alternatives"
- "best [product type] 2025"
- "[industry] startups funding"

#### C. Problem Validation (2-3 searches)
Search for:
- Evidence of the problem
- Current pain points
- Customer behavior patterns
- Existing budget allocation

**Query examples:**
- "[target customer] challenges [industry]"
- "why [target customer] need [solution]"
- "[problem] statistics"

#### D. Market Trends (2-3 searches)
Search for:
- Technology trends
- Regulatory changes
- Consumer behavior shifts
- Investment patterns

**Query examples:**
- "[industry] trends 2025"
- "future of [technology/market]"
- "[industry] investment report"

#### E. Business Model Research (1-2 searches)
Search for:
- Pricing models in the space
- Unit economics benchmarks
- Customer acquisition strategies

**Query examples:**
- "[product] pricing models"
- "[industry] average customer acquisition cost"

**CRITICAL:** Use `web_fetch` to read full articles from authoritative sources (Gartner, McKinsey, Statista, Crunchbase, industry reports) to get detailed data, not just snippets.

### 4. Data Analysis & Synthesis

After gathering data, analyze using frameworks from `references/frameworks.md`:

#### Market Opportunity Assessment
- Calculate/estimate TAM, SAM, SOM
- Evaluate growth trajectory
- Identify market trends (favorable/unfavorable)
- Assess market maturity stage

#### Competitive Positioning
- Map competitive landscape (direct/indirect/adjacent)
- Identify market gaps
- Evaluate barriers to entry
- Assess competitive advantages needed

#### Problem-Solution Fit
- Validate problem frequency and intensity
- Assess willingness to pay
- Evaluate current solutions and their limitations
- Identify unique value proposition opportunities

#### Business Model Viability
- Estimate unit economics potential
- Assess scalability
- Evaluate pricing power
- Consider customer acquisition channels

**Optional:** If quantitative data is available, create a JSON file and use `scripts/market_analyzer.py` to calculate metrics and generate additional insights.

### 5. Risk & Opportunity Identification

Clearly articulate:
- **Critical Risks:** Deal-breakers or major challenges
- **Manageable Risks:** Solvable with strategy/execution
- **Key Opportunities:** Market gaps, timing advantages, trends
- **Assumptions to Validate:** Hypotheses needing testing

### 6. Positioning Strategy

Develop specific recommendations:
- **Target Market Segmentation:** Primary beachhead market
- **Value Proposition:** Core benefit statement
- **Differentiation Strategy:** How to stand out
- **Go-to-Market Approach:** Distribution and acquisition strategy
- **Positioning Statement:** Concise market positioning

### 7. Report Generation

Create a comprehensive markdown report with:

```markdown
# [Startup Idea] Validation Report

## Executive Summary
- One-paragraph overview
- Bottom-line recommendation: STRONG GO / PROCEED WITH VALIDATION / PIVOT RECOMMENDED / NOT VIABLE
- 3-5 key findings

## Market Analysis
### Market Size & Growth
- TAM/SAM/SOM estimates with sources
- Growth rate and trajectory
- Market maturity assessment

### Market Trends
- Key favorable trends
- Potential headwinds
- Timing considerations

## Competitive Landscape
### Direct Competitors
- List with brief descriptions
- Market share/position
- Strengths and weaknesses

### Indirect Competition
- Alternative solutions
- Substitutes

### Competitive Ga

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 118e61c

Download folder ↗
git clone https://github.com/pedronauck/skills
git -C skills checkout 118e61cf1c61

The author documents no install command, so this uses the repository directly. Our verdict covers commit 118e61cf1c61 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 118e61cf1c61

Similar skills

Questions about Startup Validator

What does the Startup Validator skill do?
My personal favorite skills
Is Startup Validator safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Startup Validator access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (118e61cf1c61), read on 2026-10-16. The repository is watched, and a new audit runs when it changes — this is the first audit.

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