sealeap-bifang-amazon-category-saturation-entry-check SKILL.md skillA
sealeap-bifang-amazon-category-saturation-entry-check from xjli360/sealeap-amazon-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xjli360/sealeap-amazon-skills/sealeap-bifang-amazon-category-saturation-entry-check@git:20260915.1f57a2aPins git:20260915.1f57a2a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xjli360/sealeap-amazon-skills
- Path
amazon-skills/bilibili/bifang/sealeap-bifang-amazon-category-saturation-entry-check/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260915.1f57a2a, committed Sep 15, 2026
- Size
- 6,640 bytes
- Repository stars
- 324
- License
- MIT
Decide whether a small FBM or light-FBA seller should enter an Amazon sub-category by reading demand versus competition bars, seller count against new-brand and new-ASIN share, return reasons that reveal improvable defects, and price-band demand against achievable margin, then matching the category to a sourcing advantage with a real barrier before preparing listing keywords from Brand Analytics search terms. Use for FBM 选品、类目分析怎么看、新品牌数新 ASIN 占比、这个类目饱和了吗、本地货源有什么优势、标品能不能做. Do not use to justify…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Amazon 类目饱和度与货源门槛判断 ## 目标 Decide whether a small FBM or light-FBA seller should enter an Amazon sub-category by reading demand versus competition bars, seller count against new-brand and new-ASIN share, return reasons that reveal improvable defects, and price-band demand against achievable margin, then matching the category to a sourcing advantage with a real barrier before preparing listing keywords from Brand Analytics search terms. ## 不可妥协的边界 - 当前 Amazon 官方政策、账户资格、站点字段和一方数据优先于本 Skill 的经验框架。 - 第三方数据一律标为估算或前台观测，不得写成 Amazon 一方事实。 - 默认只读诊断和草案；任何广告、Listing、库存、促销或外部系统写操作都需逐项展示并取得明确批准。 - 一次实验只改变一个主要变量，并记录基线、样本、成功、停止和回退条件。 - 不得复制来源材料或竞品表达；输出必须按当前任务重新组织并可由现有证据支撑。 - 来源以某标品类目为例得出“新人没有机会”，结论依赖当时的数据与站点，不能直接套用；饱和信号需在当前站点横向比较后再判断。 - “低退货率意味着改良空间小”是来源推断；退货原因分布来自第三方汇总，样本可能有偏，需用评论与 Q&A 复核。 - 官方类目分析对未品牌备案卖家的可见范围随政策变化，第三方替代数据标为估算。 - 来源提及的平台合规抽查与关联风险属于传闻，不据此做经营决定；只强调合规经营与不铺可能侵权的产品。 ## 先判断任务模式 1. **诊断**：读取现状、证据和缺口，不生成线上写入动作。 2. **方案草案**：输出可审核的结构、参数范围、实验和回退值。 3. **执行准备**：只生成待批准变更表或 API/控制台操作草案。 4. **已批准执行**：仅对用户在当前会话明确批准的对象和字段执行，并立即回读核验。 用户未指定时采用“诊断”。 ## 开始前要拿到 - 目标 marketplace、类目、价格带、上架时间与运营模式 - 候选品与同购买意图可比样本的销量、评论、价格和上架时间 - 关键词需求、历史趋势、广告依赖、同款密度和品牌集中度 - 采购、头程、平台费、退货、仓储、交期和合规/IP 基础信息 …
Read the whole file at its exact version.
How to install
mdr add xjli360/sealeap-amazon-skills/sealeap-bifang-amazon-category-saturation-entry-check@sha256:d334b9b568d6f34bThe line at the top of this page pins the label git:20260915.1f57a2a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_5ha5ghmyzs3zqdpf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 15, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6640 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
xjli360/sealeap-amazon-skills · 324 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5ha5ghmyzs3zqdpf GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-amazon-skills/sealeap-bifang-amazon-category-saturation-entry-check GET https://markdownregistry.com/api/v1/blob/d334b9b568d6f34b9976ca145a999e59acf3b0aae0dc52ee10caba7fcbb2f358
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.