Agent skill

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate

by xjli360 in xjli360/sealeap-amazon-skills

Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk.

MITAuto-check passedBusiness, Finance & HR

Install Sealeap Xiezhi Amazon High Ticket Unit Economics Gate

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-xiezhi-amazon-high-ticket-unit-economics-gate -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-xiezhi-amazon-high-ticket-unit-economics-gate --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/xjli360/sealeap-amazon-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/amazon-skills/douyin/xiezhi/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate .claude/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
sealeap-xiezhi-amazon-high-ticket-unit-economics-gate
GitHub stars
251
Token cost
~494 tokens
SKILL.md length
107 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk.

  • Works in 5 steps: 还原净售价 → 计算广告前毛利 → 叠加流量情景 → …
  • Comparing low-ticket and bundled
  • SKILL.md covers 目标, 适用任务, 开始前要拿到 and 不可妥协的边界, plus 4 more sections
  • Runs Python scripts from its folder

What it does

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate is an agent skill from xjli360/sealeap-amazon-skills. Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk. Use when comparing low-ticket and bundled or higher-value product concepts.

Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/mcp-data-plan.md` and `references/playbook.md`).

It sits in Business, Finance & HR, covering Financial modeling. It works with Model Context Protocol. The repository describes itself as: Reusable Agent Skills for Amazon product research, listings, advertising, inventory, and operations. The licence is MIT.

When your agent uses it

  • Comparing low-ticket and bundled
  • Higher-value product concepts

Example prompts

  • “/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 还原净售价
  2. 计算广告前毛利
  3. 叠加流量情景
  4. 验证溢价理由
  5. 测试清货韧性

What it can do on your machine

Read from SKILL.md and the folder at commit 497d4b8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate loads about 494 tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 107 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~494
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from xjli360/sealeap-amazon-skills at commit 497d4b8, republished under its MIT licence (© xjli360). 107 words, ~494 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-xiezhi-amazon-high-ticket-unit-economics-gate
description
Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk. Use when comparing low-ticket and bundled or higher-value product concepts.

Amazon 高客单单位经济闸门

目标

不把高价当作机会本身,而用实际成本、CPC 与 CVR 验证更高售价是否带来足够的广告和清货容错。

适用任务

  • 比较低客单与高客单方案。
  • 验证数量组合或高货值产品的毛利空间。
  • 设置上市前价格与利润底线。

开始前要拿到

  • 含包装、贴标、物流、FBA、佣金、退款和折扣的落地成本。
  • 候选售价与可比产品价格带。
  • 精准词 CPC 分布和 CVR 情景。
  • 首批库存、清货折扣和现金周转要求。

缺少字段时列出证据缺口,并把相关结论标为 FACT、ESTIMATE、ASSUMPTION 或 UNKNOWN;不要补造数据。

不可妥协的边界

  • 第三方数据均为估算或代理证据;Amazon 一方报告、后台实时字段和产品事实优先。
  • 经验阈值只能作为可调起点,必须展示敏感性分析,不能写成 Amazon 官方规则。
  • 不得捏造销量、搜索量、CPC、CVR、成本、认证、产品属性或消费者需求。
  • 默认提供诊断或草案。写入前展示对象、旧值、新值、影响、停止线与回退,核对用户已有授权是否覆盖对象、动作与预算;范围已明确授权时继续执行并回读核验,只有未覆盖或扩大的范围才请求批准。
  • 不输出或保存素材来源身份、账号、链接、作品编号、互动数据、原始话术或其他可反查来源的线索。
  • 不得通过虚构功能、数量、认证或场景制造溢价。
  • 不能忽略大件、易碎、高退货或售后产品的尾部损失。

工作流

1. 还原净售价

从标价扣除优惠、税费处理和退款影响,统一到每单净销售额。

2. 计算广告前毛利

扣除采购、包装、头程、FBA、佣金和其他变动成本,明确是否包含退货准备金。

3. 叠加流量情景

用多关键词 CPC 与保守/基准/乐观 CVR 计算 CPA 和贡献利润。

4. 验证溢价理由

检查数量、组合、材质、功能或场景是否让目标消费者感知到更高价值。

5. 测试清货韧性

模拟降价、CPC 上升、CVR 下滑与滞销情况下的现金回收和最大损失。

判断标准

  • 30 美元售价、10 美元广告前毛利等只能作为特定模式的探索基线。
  • 高客单价降低所需订单量,但可能提高决策周期、退货损失和库存占用。
  • CPA = CPC / CVR;任何方案都要展示 CVR 变化下的盈亏交点。

第三方 MCP 数据

需要外部关键词、竞品、评论或公开网页证据时,读取 references/mcp-data-plan.md,并使用 scripts/mcp_research.py。

  • 先动态执行 tools/list、search-tools 和 describe,依据实时 inputSchema 构造参数。
  • 凭证只从环境变量读取,不进入参数、URL、Skill、终端输出或 Git。
  • 可能计费的 tools/call 先展示 Provider、工具、无密钥参数、预计成本与输出位置,核对已有授权;仅在授权覆盖本次范围时使用 --allow-cost,该标志不是费用上限。
  • 脱敏结果用 --output 写入 Skill 包之外的任务私有目录;不假设安装位置受仓库 .gitignore 保护。第三方数据标为估算或代理证据。
  • 失败一次后记录缺口,不以重复付费重试掩盖不可用状态。

必须交付的结果

  • 全成本单位经济表
  • 价格/CPC/CVR 敏感性矩阵
  • 溢价证据
  • 清货压力测试
  • 价格与立项闸门

结尾列出站点、数据窗口、证据来源、关键假设、缺口、风险、下一步和所有待批准动作。证据不足时写 HOLD,不得包装成可直接执行。

执行细节、证据字段和质量检查见 references/playbook.md。

© xjli360, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts, references) in amazon-skills/douyin/xiezhi/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate of xjli360/sealeap-amazon-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/mcp-data-plan.md
  • references/playbook.md
  • scripts/mcp_research.py

Open the folder on GitHubat commit 497d4b8

Compare with similar skills

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sealeap Xiezhi Amazon High Ticket Unit Economics Gate this skillxjli360/sealeap-amazon-skills251—~494Automated safety check: PassMIT
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Dcf ModelWind-Alice/AliceMarket1342 repos~12kAutomated safety check: PassNone
Analyst EstimatesOctagonAI/skills127—~1.1kAutomated safety check: PassMIT
Historical Financial RatingsOctagonAI/skills127—~1kAutomated safety check: PassMIT
Ratings SnapshotOctagonAI/skills127—~1.1kAutomated safety check: PassMIT

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Questions about Sealeap Xiezhi Amazon High Ticket Unit Economics Gate

What does Sealeap Xiezhi Amazon High Ticket Unit Economics Gate do?

Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk. Sealeap Xiezhi Amazon High Ticket Unit Economics Gate is an agent skill from xjli360/sealeap-amazon-skills. Evaluate whether a higher-priced Amazon offer creates enough contribution margin to absorb paid traffic and operational risk.

When should I use Sealeap Xiezhi Amazon High Ticket Unit Economics Gate?

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate fits situations like: comparing low-ticket and bundled; higher-value product concepts.

How do I install Sealeap Xiezhi Amazon High Ticket Unit Economics Gate in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-xiezhi-amazon-high-ticket-unit-economics-gate -a claude-code`. Or copy the skill folder (amazon-skills/douyin/xiezhi/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Xiezhi Amazon High Ticket Unit Economics Gate in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-xiezhi-amazon-high-ticket-unit-economics-gate -a codex`. Or copy the skill folder (amazon-skills/douyin/xiezhi/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate in your project. Codex loads it when a task matches its description.

Can I use Sealeap Xiezhi Amazon High Ticket Unit Economics Gate in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-xiezhi-amazon-high-ticket-unit-economics-gate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate, .gemini/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate, .github/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate and .opencode/skills/sealeap-xiezhi-amazon-high-ticket-unit-economics-gate in your project.

What does Sealeap Xiezhi Amazon High Ticket Unit Economics Gate need to run?

Going by SKILL.md and its folder, Sealeap Xiezhi Amazon High Ticket Unit Economics Gate needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Xiezhi Amazon High Ticket Unit Economics Gate access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sealeap Xiezhi Amazon High Ticket Unit Economics Gate safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Sealeap Xiezhi Amazon High Ticket Unit Economics Gate use?

Sealeap Xiezhi Amazon High Ticket Unit Economics Gate is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sealeap Xiezhi Amazon High Ticket Unit Economics Gate use?

About 494 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.3k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Xiezhi Amazon High Ticket Unit Economics Gate?

Skills that share tags, products or a category with Sealeap Xiezhi Amazon High Ticket Unit Economics Gate: Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Dcf Model (Wind-Alice/AliceMarket, 134 stars), Analyst Estimates (OctagonAI/skills, 127 stars) and Historical Financial Ratings (OctagonAI/skills, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Xiezhi Amazon High Ticket Unit Economics Gate?

xjli360 (a GitHub user) maintains it in xjli360/sealeap-amazon-skills, which has 251 GitHub stars. The repository holds 179 skills in this directory. The repository was last updated on September 28, 2026.

Source: xjli360/sealeap-amazon-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.