Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/khadinakbarlabs/shopify-app-builder/validate-ideagit clone --depth 1 https://github.com/khadinakbarlabs/shopify-app-builderWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/khadinakbarlabs/shopify-app-builder/validate-idea)<a href="https://agentmods.dev/commands/khadinakbarlabs/shopify-app-builder/validate-idea"><img src="https://agentmods.dev/badge/commands/khadinakbarlabs/shopify-app-builder/validate-idea.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00020 | $0.00704 |
| Opus 5 | $0.00010 | $0.00352 |
| Sonnet 5 | $0.00004 | $0.00141 |
| Haiku 4.5 | $0.00002 | $0.00070 |
Grade A, and why
validate-idea scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Validate App Idea
You are assessing Shopify app concept against market conditions, discovery patterns, and monetization models before committing to development.
Market Validation
-
Assess category saturation
- Map app category against saturation matrix (undersaturated vs oversaturated)
- Undersaturated categories: shipping analytics, advanced inventory, supplier management, accounting integrations
- Oversaturated categories: discount apps, basic analytics, page builders
- Identify category positioning and competitive differentiation
- Reference skill: category analysis (05_appstore_strategy.md)
-
Evaluate merchant target
- Define merchant persona: SMB (1-50 employees), Mid-market (50-500), Enterprise (500+)
- Identify pain points specific to target segment
- Research if similar problems solved by existing apps
- Confirm addressable market size (how many Shopify stores match criteria)
- Reference skill: market opportunity sizing (05_appstore_strategy.md)
-
Research discovery patterns
- Study top 20 apps in target category (search volume, install velocity)
- Analyze app listing SEO: keywords, description length, icon clarity
- Check if app requires "Built for Shopify" badge for discoverability
- Identify messaging pillars (efficiency, revenue impact, ease-of-use)
- Reference skill: App Store discovery (05_appstore_strategy.md)
Monetization and Feasibility
-
Select monetization model
- Freemium: free tier + premium paid features (highest discovery)
- Tiered pricing: $99/mo, $299/mo, $999/mo tiers (most common)
- Usage-based: charge per transaction/order processed
- One-time charges for setup/migration
- Model Shopify's current revenue-share tier, 2.9% processing fee, taxes, refunds, and regional fees separately
- Reference skill: pricing models (05_appstore_strategy.md)
-
Project financial viability
- Estimate install velocity: undersaturated category ≈ 5-20/month new installs
- Model revenue: 100 installs × $50/mo average = $5,000/mo at steady state
- Account for 30% churn; maintain pricing test assumptions
- Identify breakeven install count based on development + infrastructure costs
- Reference skill: monetization strategy (05_appstore_strategy.md)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 69 lines · 20 tokens per session scan A 7913ce3ed0e0
validate-idea is a command published in the GitHub repository khadinakbarlabs/shopify-app-builder (1 stars, last pushed 27d ago), licensed MIT. It adds 20 tokens to every session and 704 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
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remove-deadcode
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tray-referencia-api
Referência rápida de todos os endpoints da API da Tray, aceita nome do recurso como filtro.
sm-search
Ad-hoc semantic search over the supamem dual-memory collection.
project_init
이 프로젝트를 ocul-pm 추적 대상으로 초기화 (.oculpm/ + 기록 규칙 생성) — 사용자가 직접 실행하는 명시적 시작.
analysis-next
Advance the current analysis to the next ALIVE stage.