Agent skill · Audited from source
29 Dropshipping Mastery Global
skill · minhnv0807/ai-business-skillsMIT licenceAudited 15 Oct 2026 · source d435c7de76d1
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit d435c7de76d1 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and…
Cite
Cite this page
ModelsAtlas. “29 Dropshipping Mastery Global (minhnv0807/ai-business-skills)”. Retrieved 15 Oct 2026. https://modelsatlas.com/skills/minhnv0807/29-dropshipping-mastery-global
Trust audit
Audit 0.4.1 · source read 15 Oct 2026
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
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 d435c7de76d1 · 15 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherminhnv0807 GitHub userOwner of the repository this skill is read from
- Source folderminhnv0807/ai-business-skills/modules/dropshipping/en/29-dropshipping-mastery-globalThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictd435c7de76d1A new audit runs when the source changes
- Repository statusNot archivedLast push 32 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and…
--- name: 29-dropshipping-mastery-global description: "Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zendrop, Shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and BE-ROAS math, customer service, and scaling. Trigger on 'start dropshipping', 'winning product research', 'Shopify store setup', 'AliExpress supplier', 'scale my dropshipping store', 'my store gets traffic and no sales'. Not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`." metadata: version: 1.0.1 category: strategy license: MIT triggers: - "dropshipping" - "shopify store" - "AliExpress" - "winning product" - "Facebook ads dropship" - "TikTok ads dropship" - "Shopify conversion" related: - product-marketing-context-global - 12-landing-page-brief-global - 05-ad-copy-global - 17-pricing-strategy-global - 21-ads-audit-global - references/dropshipping-tools-global --- # Dropshipping Mastery — Global Flagship skill for building a profitable dropshipping operation in US/EU/global markets. Covers the full pipeline from product research to scaling — with realistic 2025-2026 tools, prices, and benchmarks. ## 1. For newbies — Read this first **What is dropshipping?** A retail model where you sell products online without holding inventory. When a customer orders, you forward the order to a supplier (AliExpress, CJ, etc.) who ships directly to the customer. You keep the margin between supplier price and your retail price. **Difference vs other models:** - **Amazon FBA**: You buy inventory upfront, ship to Amazon warehouses. Higher capital, faster shipping, brand-locked to Amazon ecosystem. - **Branded e-commerce**: You manufacture or white-label, hold inventory, build long-term brand. Highest capital, highest margins, durable moat. - **White label / private label**: Custom-branded products from suppliers, often with MOQ. Middle path between dropshipping and full brand. - **Dropshipping**: Lowest capital, fastest iteration, lowest margins per unit, weakest moat. **When to choose dropshipping:** - Low starting capital ($500-2K to begin) - Want to validate product-market fit before investing - Comfortable iterating fast (test products in days, not months) - OK with thin margins (15-30% net) and reliance on suppliers **When NOT to dropship:** - You're building a long-term brand with quality differentiation - Your market expects 2-3 day shipping (premium fashion, urgent gifts) - Product requires customization or quality control - You need defensible IP or proprietary tech **Realistic expectations:** 90% of dropshippers fail in the first 6 months. The top 10% who survive iterate fast, master ad creative, and reinvest profits. Successful operators do $10K-$1M+/month, but most plateau at $1K-5K/month before quitting. The lever is creative quality + product selection — not "secret hacks." ## 2. Information collection Ask up to 4 questions before generating output: 1. **Niche**: What product category interests you? (e.g., pet, beauty, home, fitness, gadgets) Or "I need help picking." 2. **Supplier preference**: Fast shipping (Spocket/Zendrop, premium cost) or cheapest (AliExpress, slow shipping)? 3. **Ad platform priority**: Facebook/Instagram, TikTok, both, or unsure? 4. **Monthly ad budget**: <$500 (validate only), $500-2K (test + scale), $2K+ (aggressive scale)? ## 3. Product research — winning product criteria **Winning product = product that converts cold traffic profitably.** Not "good product" — converts on impulse with paid ads. **5 criteria scorecard (score 1-5 each, target 20+ to test):** | Criterion | Why it matters | Example | |-----------|---------------|---------| | **Wow factor** | Stops the scroll on Facebook/TikTok. Solves visible problem OR unique novelty. | Posture corrector, LED dog collar, ice roller | | **Price range $20-70** | Sweet spot for impulse buy + 3-5x markup room | Cost $5-15 → sell $25-50 | | **Lightweight & shippable** | <500g, fits envelope/small box. Lower shipping cost = better margins. | Avoid bulky/fragile (lamps, glassware) | | **Multi-supplier availability** | Backup if one supplier fails or stocks out | Search AliExpress for 3+ suppliers same item | | **Not saturated** | Avoid Amazon top sellers (price-compressed) and obvious viral items 6+ months in | Use Minea/PiPiAds to gauge ad volume | **Research sources (2025-2026 prices):** - **Minea** ($49-129/mo) — Facebook + TikTok ad spy. Filter by ad spend, dates, country. Best all-around tool. - **PiPiAds** ($77-155/mo) — TikTok-focused ad spy. Strong for short-video creative inspiration. - **AdSpy** ($149/mo) — Comprehensive Facebook + Instagram historical archive. - **TikTok Made Me Buy It** (free) — Search hashtag on TikTok for organic viral products. - **Reddit r/Dropshipping** (free) — Community trends, supplier reviews. - **AliExpress Top Ranking** (free) — Sort by orders descending in your niche. - **Sell The Trend** ($40-99/mo) — AI product recommendations + trend graphs. - **Trends.co** — Macro consumer trends for niche selection. **Validation framework before testing:** 1. Product passes 5-criteria scorecard (20+/25 score) 2. At least 3 active competitors running ads >30 days (Minea check) 3. Supplier has 1000+ orders + 4.5+ rating on AliExpress 4. Margin math works: cost $X → sell 3-5X → ad CPP <$15 → break-even achievable ## 4. Supplier sourcing — AliExpress vs alternatives **Comparison table (2025-2026 pricing):** | Supplier | Cost | Shipping (US) | Quality | Best for | |----------|------|---------------|---------|----------| | **AliExpress** | Cheapest | 15-30 days | Variable | Testing, validation phase | | **CJ D
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 d435c7d
git clone https://github.com/minhnv0807/ai-business-skills git -C ai-business-skills checkout d435c7de76d1
The author documents no install command, so this uses the repository directly. Our verdict covers commit d435c7de76d1 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
- ✓SAFE B 89 / 100
first audit · source
d435c7de76d1
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Questions about 29 Dropshipping Mastery Global
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Sources
- github.com/minhnv0807/ai-business-skills/tree/master/modules/dro — the audited source at commit d435c7de76d1 and every finding aboveObserved · 15 Oct 2026
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- What does the 29 Dropshipping Mastery Global skill do?
- Is 29 Dropshipping Mastery Global safe to install?
- What can 29 Dropshipping Mastery Global access on my machine?