Agent skill

Sealeap Amazon Prime Day Planning

by xjli360 in 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…

MITAuto-check passedMarketing & SEO

Install Sealeap Amazon Prime Day Planning

skills CLI
$ npx skills add xjli360/sealeap-amazon-skills --skill sealeap-amazon-prime-day-planning -a claude-code

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

GitHub CLI
$ gh skill install xjli360/sealeap-amazon-skills sealeap-amazon-prime-day-planning --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/amazon-official/sealeap-amazon-prime-day-planning .claude/skills/sealeap-amazon-prime-day-planning && 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-amazon-prime-day-planning
GitHub stars
251
Token cost
~591 tokens
SKILL.md length
83 words
Files
6 (incl. scripts, references)
Skills in repo
179
Repo updated
First seen
Licence
MIT

At a glance

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…

  • Works in 7 steps: 锁定当前事件 → 锁定经济性与库存 → 筛选可比洞察 → …
  • Prime Day/会员日广告规划
  • SKILL.md covers 目标, 查询数据, 工作流 and 必须交付
  • Runs Python scripts from its folder; calls python3

What it does

Sealeap Amazon Prime Day Planning is an agent skill from 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 forecasts. Use for Prime Day/会员日广告规划, 旺季预算, ROAS/DPV/Units/Sales benchmark, marketplace insight lookup, Sponsored Ads/SP/SB/Display mix, event baseline comparison, preheat/peak/tail plan, or querying the included 116-row insight dataset. Default to analysis and draft; verify the current event dates, eligibility…

Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/planning-workflow.md` and `references/source-and-guardrails.md`).

It sits in Marketing & SEO, covering Paid advertising. 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

  • Prime Day/会员日广告规划
  • ROAS/DPV/Units/Sales benchmark
  • Marketplace insight lookup
  • Sponsored Ads/SP/SB/Display mix

Example prompts

  • “/sealeap-amazon-prime-day-planning”

Requirements

  • Python 3

Workflow steps

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

  1. 锁定当前事件
  2. 锁定经济性与库存
  3. 筛选可比洞察
  4. 解释而非平均
  5. 形成三阶段计划
  6. 设计一个实验
  7. 审批与复读

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.

    Shell commands in SKILL.md call:

    • python3

    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 Amazon Prime Day Planning loads about 591 tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 154 tokens; SKILL.md has 83 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~154
When it runs · the whole SKILL.md, loaded when a task matches
~591
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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). 83 words, ~591 tokens.

Download SKILL.mdSave it as .claude/skills/sealeap-amazon-prime-day-planning/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
sealeap-amazon-prime-day-planning
description
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 forecasts. Use for Prime Day/会员日广告规划, 旺季预算, ROAS/DPV/Units/Sales benchmark, marketplace insight lookup, Sponsored Ads/SP/SB/Display mix, event baseline comparison, preheat/peak/tail plan, or querying the included 116-row insight dataset. Default to analysis and draft; verify the current event dates, eligibility, policies, inventory, economics, and account data before any live change.

Amazon Prime Day 广告规划

目标

从 116 条带限定条件的历史洞察中找到“真正适用于当前问题的行”,保留 marketplace、广告产品、指标、广告主资格、品类、花费门槛和时间窗口,再将其降级为规划先验,用当前账户数据决定活动节奏与实验。

先读 references/source-and-guardrails.md。查询数据使用 scripts/filter_insights.py;输出计划参考 references/planning-workflow.md。

查询数据

查看摘要:

bash
python3 scripts/filter_insights.py --summary

按站点、指标和广告产品筛选:

bash
python3 scripts/filter_insights.py --marketplace DE --metric ROAS --ad-product "Sponsored Brands"

搜索限定条件:

bash
python3 scripts/filter_insights.py --marketplace US --contains "brand owner" --format json

marketplace 会匹配行中列出的单站点/区域;All 不是任意行通配符,而是源数据明确标记的全球切片。

工作流

1. 锁定当前事件

确认年份、marketplace、官方 event dates、广告 profile、时区、币种、ASIN/品类、Deal/优惠资格、库存到仓时间和活动目标。不得沿用 2025 时间窗口作为当前日历。

2. 锁定经济性与库存

计算贡献毛利、盈亏平衡 ACOS、促销成本、库存覆盖天数、补货截止和断货风险。销量目标超出库存或现金流承受时先 HOLD_SCALE。

3. 筛选可比洞察

从最严格条件开始:单站点 > 区域 > All;同指标、同广告产品、相近广告主资格/品类/花费门槛。每个候选行完整保留 Content 中的限定说明。

如果没有足够可比行,输出 NO_COMPARABLE_SOURCE_SLICE,不要拿全球/其它品类数字填空。

4. 解释而非平均
  • DPV、Units、Sales 的 uplift 是事件期对材料所列基准期的比较;
  • ROAS 是材料所列事件期内的比率;
  • 各行可能来自不同 marketplace、资格和广告产品,不得求简单平均或排名;
  • 历史洞察只帮助设定问题和护栏,不直接设置预算或目标。
5. 形成三阶段计划
  • PREHEAT:验证零售准备、扩充合格搜索词/人群、建立基线;
  • EVENT:把预算优先给当前账户已证明的高贡献对象,设置实时停止线;
  • TAIL:收紧低效流量、继续合规再营销、等待归因成熟并复盘。

每阶段只给活动角色、证据和上下限;不照抄资料预算比例。

6. 设计一个实验

只改变一个变量,例如预算释放节奏、广告产品组合、关键词层或创意。固定其它主要条件,记录最大花费、库存护栏、成功/停止线和回退。

7. 审批与复读

所有 bid、budget、campaign 状态、target、Deal 或优惠变更必须列出逐对象旧值/新值并等待批准。写后复读当前值;请求成功不等于事件表现已改善。

必须交付

  • 当前事件、账户、经济性和库存作用域;
  • 选中的源行及全部 qualifier;
  • 为什么可比、为什么其它行被拒绝;
  • PREHEAT / EVENT / TAIL 草案;
  • 一个单变量实验、审批和回退;
  • DRAFT / READY_FOR_REVIEW / HOLD 状态。

© 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 5 other files (scripts, references) in amazon-skills/amazon-official/sealeap-amazon-prime-day-planning of xjli360/sealeap-amazon-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/planning-workflow.md
  • references/prime-day-insights-2025.csv
  • references/source-and-guardrails.md
  • scripts/filter_insights.py

Open the folder on GitHubat commit 497d4b8

Compare with similar skills

Sealeap Amazon Prime Day Planning 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 Amazon Prime Day Planning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sealeap Amazon Prime Day Planning this skillxjli360/sealeap-amazon-skills251—~591Automated safety check: PassMIT
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Blog GoogleAgriciDaniel/claude-blog2.3k1 repos~3.3kAutomated safety check: NotesMIT
Ad Account Auditoraaron-he-zhu/aaron-marketing-skills2.9k2 repos~2.2kAutomated safety check: PassApache-2.0
Ad Creative Builderaaron-he-zhu/aaron-marketing-skills2.9k2 repos~2.2kAutomated safety check: PassApache-2.0
Ad Test Designeraaron-he-zhu/aaron-marketing-skills2.9k2 repos~2.8kAutomated safety check: PassApache-2.0

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Categories

Questions about Sealeap Amazon Prime Day Planning

What does Sealeap Amazon Prime Day Planning do?

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…. Sealeap Amazon Prime Day Planning is an agent skill from 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 forecasts.

When should I use Sealeap Amazon Prime Day Planning?

Sealeap Amazon Prime Day Planning fits situations like: prime Day/会员日广告规划; ROAS/DPV/Units/Sales benchmark; marketplace insight lookup; sponsored Ads/SP/SB/Display mix.

How do I install Sealeap Amazon Prime Day Planning in Claude Code?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-amazon-prime-day-planning -a claude-code`. Or copy the skill folder (amazon-skills/amazon-official/sealeap-amazon-prime-day-planning in xjli360/sealeap-amazon-skills) into .claude/skills/sealeap-amazon-prime-day-planning in your project. Claude Code loads it when a task matches its description.

How do I install Sealeap Amazon Prime Day Planning in Codex?

Run `npx skills add xjli360/sealeap-amazon-skills --skill sealeap-amazon-prime-day-planning -a codex`. Or copy the skill folder (amazon-skills/amazon-official/sealeap-amazon-prime-day-planning in xjli360/sealeap-amazon-skills) into .agents/skills/sealeap-amazon-prime-day-planning in your project. Codex loads it when a task matches its description.

Can I use Sealeap Amazon Prime Day Planning 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-amazon-prime-day-planning -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-amazon-prime-day-planning, .gemini/skills/sealeap-amazon-prime-day-planning, .github/skills/sealeap-amazon-prime-day-planning and .opencode/skills/sealeap-amazon-prime-day-planning in your project.

What does Sealeap Amazon Prime Day Planning need to run?

Going by SKILL.md and its folder, Sealeap Amazon Prime Day Planning needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Sealeap Amazon Prime Day Planning 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 Amazon Prime Day Planning 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 Amazon Prime Day Planning use?

Sealeap Amazon Prime Day Planning 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 Amazon Prime Day Planning use?

About 591 tokens (SKILL.md is roughly 2.4k 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 13k tokens, read only when the agent opens those files.

What are the alternatives to Sealeap Amazon Prime Day Planning?

Skills that share tags, products or a category with Sealeap Amazon Prime Day Planning: Ad Creative (LeoYeAI/openclaw-marketing-skills, 1k stars), Blog Google (AgriciDaniel/claude-blog, 2.3k stars), Ad Account Auditor (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Ad Creative Builder (aaron-he-zhu/aaron-marketing-skills, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sealeap Amazon Prime Day Planning?

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.