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product-selection产品选择

Agent Skill

product-selection 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

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unknown

最后核验

2026-05-01

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安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:product-selection(产品选择)
来源仓库:https://github.com/vivy-yi/xiaohongshu-skills
仓库路径:skills/product-selection
安装命令:
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill product-selection
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

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复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill product-selection

简介

product-selection 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中根据品类特征、价格区间或用户偏好等维度快速匹配候选产品。

  • 它支持电商选品与供应链决策的信息聚合,可用于竞品 SKU 对比、库存周转预测与上新节奏规划等场景。
  • 使用 npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill product-selection 安装,需核实小红书 API 调用权限。
  • 建议在使用前设置缓存机制,减少重复请求提升效率。
  • 适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

SKILL.md

Product Selection (商品选品)

Overview

Product selection is the data-driven process of identifying and choosing profitable, marketable products that align with your audience's needs, have sufficient demand, and offer viable profit margins for Xiaohongshu e-commerce success.

When to Use

Use when:

  • Starting e-commerce on Xiaohongshu and need initial product inventory
  • Planning live stream product lineup
  • Creating product review or recommendation content
  • Expanding product catalog beyond current offerings
  • Researching trending products in your niche
  • Evaluating potential products for profitability
  • Declining sales and need to refresh product mix

Do NOT use when:

  • Already have proven product lineup that's selling well
  • Selecting products for paid advertising only (use dedicated ad targeting tools)
  • Dropshipping without verifying supplier reliability first

Core Pattern

Before (guessing what will sell):

❌ "This product looks cool, I think my audience will like it"
❌ "Everyone's selling this, I should too"
❌ "Low price means high sales, right?"
❌ "I'll just copy competitors' products"

After (data-driven selection):

✅ "Search volume for 'skincare for oily skin' up 300%, low competition"
✅ "Product cost ¥15, market price ¥59-89, 50-80% margin viable"
✅ "Supplier has 95% positive rating, can ship within 48h"
✅ "My audience (women 22-28) matches this product's target demographic perfectly"
✅ "10 competitors selling this, but only 2 focus on budget-friendly positioning"

4 Product Selection Framework:

  1. Market Demand - Search volume, trending status, audience need
  2. Competition Analysis - Number of sellers, saturation level, differentiation potential
  3. Profitability - Cost vs pricing, margin calculation, break-even analysis
  4. Supply Chain - Supplier reliability, shipping speed, quality consistency

Quick Reference

Selection FactorWhat to CheckGood BenchmarkAnalysis Tools
DemandSearch volume, trends1000+ searches/monthXiaohongshu search, Qiangua
CompetitionNumber of sellers<20 direct competitorsManual search, Qiangua
Price SpreadCost vs market price3-5x markup potential1688, market research
MarginProfit after all costs>40% gross marginExcel calculator
Supplier RatingReliability score>95% positive1688 reviews, sample orders

Implementation

Step 1: Define Selection Criteria

Before researching products, establish your selection criteria:

Audience Alignment:

Primary audience: Women 22-28, urban professionals
Price sensitivity: Mid-range (¥50-200 acceptable)
Quality expectations: Premium, not cheapest option
Pain points: Time-poor, stress-prone, seeking convenience

Business Goals:

Target margin: Minimum 50% gross margin
Price point: ¥50-200 per product
Order volume: Handle 10-50 orders/day initially
Inventory capacity: Can invest ¥5,000-10,000 in initial stock
Shipping: Must ship within 48 hours

Red Flags (automatically disqualify):

  • Products with <30% margin
  • Suppliers with <90% positive rating
  • Products requiring cold chain or special storage
  • Products with legal restrictions (medical devices, counterfeit goods)
  • Products inconsistent with brand positioning

Step 2: Market Demand Research

Xiaohongshu Search Analysis:

  1. Search niche keywords on Xiaohongshu
  2. Check "相关搜索" (related searches) for demand indicators
  3. Analyze top 20 posts for engagement:

- High engagement (10%+) = proven demand - Low engagement (<5%) = weak or saturated market

  1. Note product price points in top content

Search Volume Indicators:

High Demand Signals:
- Keyword appears in "热门搜索" (trending searches)
- 100+ new posts/day using keyword
- Top posts have 10,000+ views
- Multiple accounts successfully selling related products

Low Demand Signals:
- <10 new posts/day using keyword
- Top posts have <1,000 views
- No product tags or shopping links in posts

Qiangua Data Demand Analysis:

  1. Navigate to: Industry Analysis → Product Trends
  2. Search category keywords
  3. Check:

- Search volume trend (rising or falling?) - Seasonal patterns - Demographic distribution (match your audience?)

  1. Export data for Excel analysis

Trend Identification:

Rising Trends (prioritize):
- Search volume growing >50% month-over-month
- Sudden spike in social media mentions
- New product category gaining traction
- Seasonal demand approaching (e.g., summer skincare)

Declining Trends (avoid):
- Search volume falling >30% month-over-month
- Product category saturated with sellers
- Negative sentiment increasing in reviews

Step 3: Competition Analysis

Count Direct Competitors:

Method 1: Xiaohongshu Search
- Search product name/keywords
- Filter by "商品" (products) tag
- Count unique accounts selling in last 30 days
- Note: <10 = low competition, 10-50 = moderate, >50 = saturated

Method 2: Manual Market Scan
- Search top 10 related hashtags
- Identify accounts with shopping links
- Categorize by size (micro, mid, macro influencers)
- Note their positioning and pricing

Competitive Advantage Analysis:

For each top 5 competitor, analyze:
1. Product positioning (luxury, budget, professional)
2. Price range (are they competing on price or quality?)
3. Content style (educational, inspirational, promotional)
4. Engagement rate (highly engaged = loyal audience)
5. Follower count (direct size comparison)

Identify Gaps:
- "All competitors focus on premium pricing → budget positioning opportunity"
- "No competitor creates video reviews → video content differentiation"
- "Competitors ignore specific use case → niche opportunity"

Market Saturation Assessment:

Green Light (Low Competition):
- <10 direct competitors
- Clear differentiation opportunity
- Growing demand, limited supply
- Example: "Skincare for oily skin" niche

Yellow Light (Moderate Competition):
- 10-50 direct competitors
- Some differentiation possible
- Stable demand, moderate supply
- Need clear unique value proposition

Red Light (High Saturation):
- >50 direct competitors
- Commoditized product, hard to differentiate
- Declining or stagnant demand
- Only enter with significant advantage (price, supply, audience)

Step 4: Profitability Analysis

Calculate Total Cost:

Product Cost Breakdown:
- Purchase cost from supplier: ¥15
- Shipping to warehouse: ¥2
- Packaging materials: ¥1
- Platform commission (5-10%): ¥5 (based on ¥89 selling price)
- Marketing cost (optional): ¥10 (content creation, ads)
- Returns allowance (5%): ¥4.45

Total Cost: ¥15 + ¥2 + ¥1 + ¥5 + ¥10 + ¥4.45 = ¥37.45

Calculate Margin:

Selling Price: ¥89
Total Cost: ¥37.45

Gross Profit: ¥89 - ¥37.45 = ¥51.55
Gross Margin: 51.55 ÷ 89 = 57.9%

Break-Even Analysis:
- Fixed costs (equipment, software): ¥2,000
- Variable cost per unit: ¥37.45
- Break-even quantity: 2,000 ÷ (89 - 37.45) = 39 units

Profitability Benchmarks:

Excellent: >60% gross margin
Good: 40-60% gross margin
Acceptable: 30-40% gross margin
Poor: <30% gross margin (avoid or negotiate better pricing)

Minimum Viable Margin: 40%
(Allows room for marketing, discounts, errors)

Price Positioning Strategy:

Budget Positioning:
- Sell at 2-3x cost
- Focus on value for money
- Target price-sensitive audience
- Higher volume, lower margin

Premium Positioning:
- Sell at 5-8x cost
- Focus on quality, exclusivity
- Target affluent audience
- Lower volume, higher margin

Mid-Range Positioning (recommended for most):
- Sell at 3-5x cost
- Balance quality and affordability
- Target mass market
- Moderate volume, moderate margin

Step 5: Supplier Evaluation

Source Suppliers:

Primary Channels:
1. 1688.com (Alibaba wholesale)
   - Largest supplier base
   - Price competitive
   - Verify supplier rating carefully

2. Pinduoduo (for retail testing)
   - Buy small quantities for testing
   - Higher cost, low risk
   - Validate product before bulk ordering

3. Brand Direct Partnerships
   - Contact brands for distributor pricing
   - Exclusive products possible
   - Requires established audience

4. Local Wholesale Markets
   - Physical inspection possible
   - Build relationship face-to-face
   - Limited to local inventory

Supplier Vetting Checklist:

Must-Have Criteria:
✅ Supplier rating >95% positive
✅ Response time <12 hours
✅ Ships within 48 hours of order
✅ Accepts sample orders
✅ Clear product photos and descriptions
✅ Minimum order quantity (MOQ) manageable for you

Nice-to-Have Criteria:
⭐ Offers branded packaging
⭐ Provides marketing materials
⭐ Has dropshipping option
⭐ Offers exclusive pricing tiers
⭐ Responsive to custom requests

Sample Order Testing:

Before committing to bulk:
1. Order sample (1-5 units)
2. Test product quality personally
3. Check packaging and presentation
4. Verify shipping speed
5. Test product for content creation (photography, video)
6. Calculate actual costs vs quoted

Sample Evaluation:
- Quality meets expectations? ✓
- Packaging photo-ready? ✓
- Can create good content with it? ✓
- Shipping as promised? ✓
- All costs accurate? ✓

If any ✗, negotiate improvements or find alternative supplier.

Step 6: Final Selection Matrix

Create scoring matrix for top 5-10 product candidates:

Product A: Budget Skincare Set
├─ Market Demand: 8/10 (high search volume, trending)
├─ Competition: 6/10 (moderate, but differentiation possible)
├─ Profitability: 9/10 (65% margin, good price point)
├─ Supply Chain: 7/10 (reliable supplier, 48h shipping)
└─ Audience Fit: 9/10 (perfect match for 25-30 professional women)
   TOTAL: 39/40 → ⭐⭐⭐ TOP CHOICE

Product B: Premium Beauty Device
├─ Market Demand: 7/10 (steady demand)
├─ Competition: 4/10 (high competition, hard to differentiate)
├─ Profitability: 10/10 (80% margin)
├─ Supply Chain: 5/10 (supplier reliability concerns)
└─ Audience Fit: 6/10 (expensive for some followers)
   TOTAL: 32/40 → ⭐⭐ SECOND CHOICE

[Continue for all candidates...]

Selection Decision:

Tier 1 (Immediate Selection): 38-40 points
- Launch immediately, prioritize in content

Tier 2 (Test First): 34-37 points
- Order samples, create test content
- Monitor performance before full commitment

Tier 3 (Monitor): <34 points
- Keep on radar, reassess quarterly
- Don't invest inventory or marketing yet

Step 7: Purchase and Launch Planning

Initial Order Strategy:

First Order (Test Phase):
- Order 10-20 units per top product
- Enough to test content and initial sales
- Low risk if product doesn't sell

Second Order (Scale Phase):
- Reorder 50-100 units of proven sellers
- Negotiate better pricing with volume
- Invest in professional content creation

Third Order (Optimize Phase):
- 100+ units per month
- Bulk pricing, improved margins
- Expand content and marketing

Content Launch Plan:

Week 1: Educational Content
- 3 posts explaining product benefits
- Focus on pain points and solutions
- No direct selling, just value

Week 2: Social Proof
- Share personal experience with product
- Before/after results if applicable
- Build trust through authenticity

Week 3: Sales Push
- Product review with purchase link
- Limited-time discount for urgency
- Clear call-to-action

Week 4: Retargeting
- Address common questions/objections
- Share customer testimonials if available
- Remind about discount ending

Common Mistakes

MistakeWhy HappensFix
Choosing products based on personal preferenceEasy, feels rightAlways validate with market demand data first
Ignoring competition analysisWant to believe product is uniqueResearch competitors before investing inventory
Focusing only on low costAssumes cheap = high salesBalance cost with quality and margin
Forgetting about platform commissionsEats into marginCalculate total costs including 5-10% platform fee
Not testing samples before bulk orderingWant to launch quicklyAlways order samples, test quality and content fit
Over-estimating demandOptimism biasUse objective data (search volume, trends) not gut feel
Under-estimating competitionDidn't research thoroughlyManual search + Qiangua for complete picture
Ignoring audience fitChasing trendsProduct must solve audience's specific problems
Not having clear red flagsWant to consider everythingDefine disqualifying criteria upfront, stick to them
One-product relianceFound winner, stopped lookingDiversify product mix, reduce risk
Not tracking product performanceBusy with operationsMonitor each product's sales, margin, return rate
Choosing products too broadWant mass appealNiche products often outperform general ones

Real-World Impact

Case Study: Skincare Product Selection

  • Before: Selected 10 products based on trendiness, 3 sold (30% success rate), 40% avg margin
  • After: Applied data-driven framework, selected 5 products with high demand + low competition, 4 sold (80% success rate), 55% avg margin
  • Result: 2.7x higher success rate, 37.5% higher margins, less inventory waste

Data-Backed Insights:

  • Products with >1000 monthly searches sell 3x more than obscure products
  • Low-competition niches (<20 sellers) have 2x higher success rates
  • 50%+ margin products can absorb marketing and errors, <30% often lose money
  • Supplier rating >95% reduces returns and defects by 60%
  • Audience-fit products outperform trendy-but-mismatched products by 70%

Related Skills

REQUIRED: Use account-positioning (ensure products align with account positioning) REQUIRED: Use user-persona-analysis (select products audience actually wants)

Recommended for deeper analysis:

  • seeding-content-creation - Create compelling product content
  • conversion-optimization - Maximize purchase conversion rate
  • competitor-analysis - Research competitor product strategies
  • data-analytics - Track product performance metrics

Use product-selection BEFORE:

  • seeding-content-creation (select products before creating content)
  • livestream-sales (choose products for live stream lineup)
  • store-operations (add products to shop inventory)

Related e-commerce skills:

  • store-operations (manage inventory and orders)
  • customer-service (handle product inquiries and issues)
  • conversion-optimization (optimize product pages for sales)

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