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PDBen-Auto/README.md

PDBen-Auto Agent Skills

Evidence-driven product research workflows for Amazon FBA teams, product managers, industrial designers, sourcing teams, and cross-border sellers.

This collection connects the work that is usually split across separate tools:

market discovery -> multi-channel customer evidence -> design/IP risk -> product validation -> supplier and unit-economics decisions

Contact / 联系方式

For Skill customization, changes, or usage questions / 如需调整修改 Skill 或咨询使用方式,可添加地球号:benliu2021。

Skills

Skill Use it for Install
Amazon Review Intelligence Collect written Amazon reviews, preserve evidence, export Excel/JSON, and turn VOC themes into product hypotheses. npx skills add PDBen-Auto/amazon-review-intelligence-skill --skill amazon-review-scraper
Multi-Channel Persona Research Combine authorized reviews, communities, support, and behavior into evidence-traceable personas and A/B test plans across industries. npx skills add PDBen-Auto/multi-channel-persona-research-skill --skill multi-channel-persona-research
Amazon Product Research Agent Skills Route market, customer, differentiation, supplier, and unit-economics work through one evidence contract. npx skills add PDBen-Auto/amazon-product-research-agent-skills --skill amazon-product-research-suite
SellerSprite Amazon Market Research BI Expand keywords and competitor ASINs, filter relevant listings, deduplicate parent ASINs, and build auditable category BI. npx skills add PDBen-Auto/sellersprite-amazon-market-research-bi-skill --skill sellersprite-bi-market-research
Design Patent Search And Design Around Pre-screen design-patent and industrial-design risk, explain drawing scope, and create structurally distinct redesign directions. npx skills add PDBen-Auto/design-patent-design-around-skill --skill design-patent-search-and-design-around
Patent Disclosure Drafting Turn product notes, drawings, and images into an evidence-labeled disclosure package for patent counsel review. npx skills add PDBen-Auto/patent-disclosure-drafting-skill --skill patent-disclosure-drafting
Amazon Product Decision Gateway Validate a sanitized evidence bundle and hand it to a separately hosted private stage-gate decision engine. npx skills add PDBen-Auto/amazon-product-decision-suite --skill amazon-product-decision-gateway

How the collection fits together

  • Discover the market: SellerSprite BI establishes a reviewable market boundary before calculating competition or opportunity.
  • Understand customers: Amazon Review Intelligence preserves original written reviews; Multi-Channel Persona Research combines authorized sources into behavioral segments, variant screening, and A/B test hypotheses.
  • Reduce design/IP risk: Design Patent Search And Design Around turns public-record design rights into view-level risk notes and redesign work; Patent Disclosure Drafting organizes an invention or appearance concept for patent counsel review.
  • Make the investment decision: Amazon Product Decision Gateway validates a cross-functional evidence bundle and, when configured, verifies a signed private-engine result.

Shared standards

  • Explicit Inputs, Outputs, dependencies, and stopping conditions.
  • Evidence labels that distinguish observed facts, calculations, models, inferences, and assumptions.
  • Synthetic public examples instead of customer, supplier, credential, or private account data.
  • Self-contained local outputs where practical: JSON, CSV, Excel, and offline HTML.
  • Public release provenance without hidden instructions, covert telemetry, or backdoors.

Search terms

Amazon product research, Amazon FBA product validation, Amazon review scraper, Amazon VOC, multi-channel persona research, behavioral segmentation, A/B test planning, SellerSprite market research, Amazon BI dashboard, ASIN research, competitor analysis, design patent search, design around, industrial design clearance, supplier sourcing, unit economics, go/no-go decision, Agent Skills, Codex Skills, 亚马逊选品, 亚马逊市场调研, 用户画像, 评论分析, 外观专利检索, 设计规避。

Boundaries

These repositories are source-available packages for inspection and evaluation. They do not grant permission to redistribute modified copies. Public-record patent workflows are not legal opinions; SellerSprite data is third-party estimation; Amazon review collection stops at CAPTCHA, Robot Check, sign-in walls, or account warnings; the Decision Gateway does not invent a private-engine result when the service is unavailable.

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