Agent skill

Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate

by xjli360 in xjli360/sealeap-amazon-skills

Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics.

MITAuto-check passedBusiness, Finance & HR

Install Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-xiezhi-amazon-cpc-cvr-opportunity-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-cpc-cvr-opportunity-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-cpc-cvr-opportunity-gate .claude/skills/sealeap-xiezhi-amazon-cpc-cvr-opportunity-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-cpc-cvr-opportunity-gate
GitHub stars
251
Token cost
~530 tokens
SKILL.md length
121 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics.

  • Works in 5 steps: 找精准词 → 取保守 CPC → 评估可达 CVR → …
  • Deciding whether a product deserves deeper research before spending on samples
  • 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 Cpc Cvr Opportunity Gate is an agent skill from xjli360/sealeap-amazon-skills. Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics. Use when deciding whether a product deserves deeper research before spending on samples or inventory.

Its SKILL.md is about 530 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

  • Deciding whether a product deserves deeper research before spending on samples
  • Tasks that involve Financial modeling

Example prompts

  • “/sealeap-xiezhi-amazon-cpc-cvr-opportunity-gate”

Requirements

  • Python 3

Workflow steps

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

  1. 找精准词
  2. 取保守 CPC
  3. 评估可达 CVR
  4. 计算盈亏
  5. 作快速决策

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 Cpc Cvr Opportunity Gate loads about 530 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 121 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~530
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.9k

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). 121 words, ~530 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-xiezhi-amazon-cpc-cvr-opportunity-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-cpc-cvr-opportunity-gate
description
Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics. Use when deciding whether a product deserves deeper research before spending on samples or inventory.

Amazon CPC-CVR 机会快判

目标

用精准流量成本和可达转化区间淘汰明显无法盈利的候选,把深研资源留给有证据的方向。

适用任务

  • 几分钟内判断候选是否值得深研。
  • 计算保本 CPC、CVR 和 CPA。
  • 检查差异化是否足以支撑转化假设。

开始前要拿到

  • 候选产品事实、售价与完整变动成本。
  • 最匹配的直接竞品和精准属性/场景词。
  • 一组实时竞价代理值。
  • 保守、基准和乐观 CVR 证据。

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。
  • 不得以单个建议竞价或单个竞品决定市场。
  • 快判通过不替代 IP、合规、产品安全和供应链闸门。

工作流

1. 找精准词

从最匹配直接竞品提取自然排名靠前且搜索结果一致的属性、对象和场景词。

2. 取保守 CPC

收集多个精准词的建议竞价与可比实际 CPC,记录策略、匹配方式和查询时间。建议竞价不等于实际 CPC;新品情景须标为假设,并以小额验证结果更新。

3. 评估可达 CVR

结合低评论竞品、市场一方数据、产品差异和页面表达建立三档 CVR,而非直接套固定值。

4. 计算盈亏

计算广告前贡献、CPA、保本 CPC/CVR/ACoS,并对价格、CPC 和 CVR 做敏感性分析。

5. 作快速决策

明显无法覆盖广告则 NO-GO;接近边界或证据不足则 HOLD;通过后才进入 IP、合规、供应和库存深研。

判断标准

  • CPA = CPC / 订单 CVR;保本 CPC = 广告前每单贡献毛利 × 订单 CVR。订单 CVR = 同口径归因订单 / 点击,以小数代入;多件订单先汇总每单收入和成本。
  • 5%–7% CVR 可作为某些非标品的压力测试,不得作为真实基准。
  • 即便保守情景略亏,也只能进入 HOLD 深研,不能直接写 GO。

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

  • 精准词证据
  • CPC 分布
  • CVR 依据与区间
  • 盈亏敏感性
  • NO-GO/HOLD/深研结论

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-cpc-cvr-opportunity-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 Cpc Cvr Opportunity 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 Cpc Cvr Opportunity Gate compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate this skillxjli360/sealeap-amazon-skills251—~530Automated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
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

Similar skills

  • Creating Financial Models

    Chen-zexi/open-ptc-agent

    This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

    729 GitHub starsUsed in 3 repos~1.3k tokens
    Business, Finance & HRAuto-check passed
  • Dcf Model

    Wind-Alice/AliceMarket

    Real DCF (Discounted Cash Flow) model creation for equity valuation.

    134 GitHub starsUsed in 2 repos~12k tokens
    Business, Finance & HRAuto-check passed
  • Analyst Estimates

    OctagonAI/skills

    Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage.

    127 GitHub stars~1.1k tokensUpdated 4 mo ago
    Business, Finance & HRAuto-check passed
  • Retrieve historical financial ratings and key metric scores over time using Octagon MCP.

    127 GitHub stars~1k tokensUpdated 4 mo ago
    Business, Finance & HRAuto-check passed
  • Ratings Snapshot

    OctagonAI/skills

    Retrieve ratings snapshot with overall rating and key metric scores including DCF, ROE, ROA, Debt-to-Equity, P/E, and P/B for public companies.

    127 GitHub stars~1.1k tokensUpdated 4 mo ago
    Business, Finance & HRAuto-check passed
  • DCF Model Builder

    ginlix-ai/LangAlpha

    Builds a live Excel DCF valuation workbook with free cash flow projections, WACC, terminal value, three scenarios, sensitivity grids and a reverse DCF.

    1.8k GitHub stars~7.7k tokensUpdated today
    Business, Finance & HRAuto-check passed

More from xjli360/sealeap-amazon-skills

All 179 skills in this repo
  • Sealeap Amazon Acos Diagnostics

    xjli360/sealeap-amazon-skills

    Diagnose Amazon Ads ACOS with reconciled CTR, CPC, CVR, AOV, ROAS, TACOS, placement, search-term, benchmark, attribution, and contribution-margin evidence, then produce a single-variable…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Ca Apparel Ads

    xjli360/sealeap-amazon-skills

    Diagnose and draft Amazon Canada apparel advertising plans with lifecycle and seasonal timing, English/French search coverage, account evidence, profitability guardrails, and approval-ready…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Listing Optimizer

    xjli360/sealeap-amazon-skills

    Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand…

    251 GitHub stars~1.4k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Prime Day Planning

    xjli360/sealeap-amazon-skills

    Filter, interpret, and turn the authorized 2025 Amazon Prime Day advertising insight records into a qualified event plan without averaging incompatible slices or treating historical benchmarks as…

    251 GitHub stars~591 tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Product Targeting

    xjli360/sealeap-amazon-skills

    Research, diagnose, and draft Amazon Ads ASIN and category product-targeting plans that complement keyword targeting, including audience expansion, competitor and category traffic, cross-sell…

    251 GitHub stars~1.2k tokensUpdated 13 days ago
    Auto-check passed
  • Sealeap Amazon Acos Conversion Diagnostics

    xjli360/sealeap-amazon-skills

    Diagnose high Amazon Ads ACoS by decomposing CPC, conversion rate, price, query mix, placement mix, and sample sufficiency.

    251 GitHub stars~552 tokensUpdated 13 days ago
    Auto-check passed

Questions about Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate

What does Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate do?

Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics. Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate is an agent skill from xjli360/sealeap-amazon-skills. Run a fast Amazon opportunity gate using precise-query CPC, defensible conversion scenarios, visible differentiation, and unit economics.

When should I use Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate?

Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate fits situations like: deciding whether a product deserves deeper research before spending on samples; tasks that involve Financial modeling.

How do I install Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate in Claude Code?

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

How do I install Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate in Codex?

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

Can I use Sealeap Xiezhi Amazon Cpc Cvr Opportunity 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-cpc-cvr-opportunity-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-cpc-cvr-opportunity-gate, .gemini/skills/sealeap-xiezhi-amazon-cpc-cvr-opportunity-gate, .github/skills/sealeap-xiezhi-amazon-cpc-cvr-opportunity-gate and .opencode/skills/sealeap-xiezhi-amazon-cpc-cvr-opportunity-gate in your project.

What does Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate need to run?

Going by SKILL.md and its folder, Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Xiezhi Amazon Cpc Cvr Opportunity 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 Cpc Cvr Opportunity 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 Cpc Cvr Opportunity Gate use?

Sealeap Xiezhi Amazon Cpc Cvr Opportunity 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 Cpc Cvr Opportunity Gate use?

About 530 tokens (SKILL.md is roughly 2.1k 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 2.4k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Xiezhi Amazon Cpc Cvr Opportunity Gate?

Skills that share tags, products or a category with Sealeap Xiezhi Amazon Cpc Cvr Opportunity 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 Cpc Cvr Opportunity 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.