Agent skill

Sealeap Baize Amazon Ad Strategy Router

by xjli360 in xjli360/sealeap-amazon-skills

Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics.

MITAuto-check passedBusiness, Finance & HR

Install Sealeap Baize Amazon Ad Strategy Router

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-baize-amazon-ad-strategy-router -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-baize-amazon-ad-strategy-router --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/baize/sealeap-baize-amazon-ad-strategy-router .claude/skills/sealeap-baize-amazon-ad-strategy-router && 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-baize-amazon-ad-strategy-router
GitHub stars
251
Token cost
~553 tokens
SKILL.md length
129 words
Files
5 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics.

  • Works in 4 steps: 诊断:读取现状、证据和缺口,不生成线上写入动作。 → 方案草案:输出可审核的结构、参数范围、实验和回退值。 → 执行准备:只生成待批准变更表或 API/控制台操作草案。 → …
  • 不同产品怎么选广告打法、服装多变体、泛流量品、无明确关键词产品、保守或进攻策略
  • SKILL.md covers 目标, 不可妥协的边界, 先判断任务模式 and 开始前要拿到, plus 3 more sections
  • Runs Python scripts from its folder

What it does

Sealeap Baize Amazon Ad Strategy Router is an agent skill from xjli360/sealeap-amazon-skills. Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics. Use for 不同产品怎么选广告打法、服装多变体、泛流量品、无明确关键词产品、保守或进攻策略.

Its SKILL.md is about 550 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

  • 不同产品怎么选广告打法、服装多变体、泛流量品、无明确关键词产品、保守或进攻策略
  • Tasks that involve Financial modeling

Example prompts

  • “/sealeap-baize-amazon-ad-strategy-router”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  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。

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 Baize Amazon Ad Strategy Router loads about 553 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 67 tokens; SKILL.md has 129 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~553
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.6k

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). 129 words, ~553 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-baize-amazon-ad-strategy-router/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
sealeap-baize-amazon-ad-strategy-router
description
Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics. Use for 不同产品怎么选广告打法、服装多变体、泛流量品、无明确关键词产品、保守或进攻策略.

Amazon 广告策略路由

目标

Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics.

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。
  • 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。
  • 品类或变体数量不直接决定广告结构,购买意图和可隔离证据才决定。
  • 宽泛流量必须有独立预算和回退线。

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

  • marketplace、店铺、ASIN/SKU、广告类型和目标
  • 同口径的 Campaign、Targeting、Search Term、Placement 与 Advertised Product 报告
  • 售价、优惠、COGS、Amazon 费用、退款与目标贡献利润
  • 库存、Buy Box、Listing、评论和同期市场事件

缺失项必须标为 NEEDS_EVIDENCE;不得猜数字、补属性或把不同站点、ASIN、变体、币种和时间窗混在一起。

工作流

先读取 references/playbook.md,确认该方法适用于当前对象。按以下顺序执行:

  1. 先判断产品是否有明确属性词、只有宽泛场景词,或主要依靠相似商品流量。
  2. 有明确属性词时用精准核心词和受控词根扩展;泛流量品分开探索。
  3. 无明确关键词时以高度相似 ASIN 和自动发现为小预算入口。
  4. 根据利润、转化、库存与增长目标选择盈利、进攻或保守模式。
  5. 运行后按真实 CPC、CVR 和总利润重新分类,不固守上线前标签。

最后做数据充分性检查,并把结论分成 FACT / ESTIMATE / HYPOTHESIS / UNKNOWN。若关键证据不足,状态写 HOLD。

第三方 MCP 数据

仅在自有数据不足且当前任务确实需要外部证据时,读取 references/mcp-data-plan.md,再使用 scripts/mcp_research.py。本 Skill 的外部取数目的:获取关键词结构、相似 ASIN、搜索场景和竞争强度代理证据。

  • 先 doctor,再 search-tools 和 describe;工具名及参数以实时 tools/list 与 inputSchema 为准。
  • Token 只从环境变量读取。不得写入命令参数、URL、Skill、报告、日志或 Git。
  • tools/call 或 Actor 可能计费;先展示 Provider、工具、无密钥业务参数、预计成本与输出位置,核对已有授权覆盖后才加 --allow-cost;该标志不是费用上限。

必须交付的结果

  • 产品流量类型
  • 广告结构路由
  • 经营模式选择
  • 重分类触发器
  • 数据范围、来源、采集时间、样本与限制。
  • 关键假设、待补证据、风险和不可确定项。
  • 若有动作:对象、旧值、新值、预期、停止条件、回退值与审批状态。

方案状态使用 READY FOR REVIEW / DRAFT / HOLD / STOP;如已执行,另行记录实际结果及回读证据。未得到明确批准时,不得声称已修改线上对象。

© 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/baize/sealeap-baize-amazon-ad-strategy-router 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 Baize Amazon Ad Strategy Router 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 Baize Amazon Ad Strategy Router compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sealeap Baize Amazon Ad Strategy Router this skillxjli360/sealeap-amazon-skills251—~553Automated 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

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Questions about Sealeap Baize Amazon Ad Strategy Router

What does Sealeap Baize Amazon Ad Strategy Router do?

Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics. Sealeap Baize Amazon Ad Strategy Router is an agent skill from xjli360/sealeap-amazon-skills. Route an Amazon product into precise-attribute, broad-intent, or no-clear-keyword advertising structures based on product truth, search behavior, conversion, and unit economics.

When should I use Sealeap Baize Amazon Ad Strategy Router?

Sealeap Baize Amazon Ad Strategy Router fits situations like: 不同产品怎么选广告打法、服装多变体、泛流量品、无明确关键词产品、保守或进攻策略; tasks that involve Financial modeling.

How do I install Sealeap Baize Amazon Ad Strategy Router in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-baize-amazon-ad-strategy-router -a claude-code`. Or copy the skill folder (amazon-skills/douyin/baize/sealeap-baize-amazon-ad-strategy-router in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-baize-amazon-ad-strategy-router in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Baize Amazon Ad Strategy Router in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-baize-amazon-ad-strategy-router -a codex`. Or copy the skill folder (amazon-skills/douyin/baize/sealeap-baize-amazon-ad-strategy-router in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-baize-amazon-ad-strategy-router in your project. Codex loads it when a task matches its description.

Can I use Sealeap Baize Amazon Ad Strategy Router 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-baize-amazon-ad-strategy-router -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-baize-amazon-ad-strategy-router, .gemini/skills/sealeap-baize-amazon-ad-strategy-router, .github/skills/sealeap-baize-amazon-ad-strategy-router and .opencode/skills/sealeap-baize-amazon-ad-strategy-router in your project.

What does Sealeap Baize Amazon Ad Strategy Router need to run?

Going by SKILL.md and its folder, Sealeap Baize Amazon Ad Strategy Router needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Sealeap Baize Amazon Ad Strategy Router 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 Baize Amazon Ad Strategy Router 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 Baize Amazon Ad Strategy Router use?

Sealeap Baize Amazon Ad Strategy Router 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 Baize Amazon Ad Strategy Router use?

About 553 tokens (SKILL.md is roughly 2.2k 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 2.1k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Baize Amazon Ad Strategy Router?

Skills that share tags, products or a category with Sealeap Baize Amazon Ad Strategy Router: 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 Baize Amazon Ad Strategy Router?

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.