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Agent skill

Afa

by afadtc in afadtc/afa-dtc-skills

AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器，统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.

Custom licenceAuto-check passedSales & Support

Install Afa

skills CLI
$ npx skills add afadtc/afa-dtc-skills --skill afa -a claude-code

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

GitHub CLI
$ gh skill install afadtc/afa-dtc-skills afa --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/afadtc/afa-dtc-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/afa .claude/skills/afa && 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
afa
GitHub stars
168
Token cost
~2.6k tokens
SKILL.md length
291 words
Files
20 (incl. references)
Skills in repo
30
Repo updated
First seen
Licence
Custom licence

At a glance

AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器，统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.

  • Works in 10 steps: 系统架构 → Preamble（启动协议） → 初始化检查清单 → …
  • User mentions: 独立站
  • SKILL.md covers 关于, 1. 系统架构, 2. Preamble（启动协议） and 3. 初始化检查清单, plus 7 more sections
  • Runs Python scripts from its folder

What it does

Afa is an agent skill from afadtc/afa-dtc-skills. AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器，统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.

Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 22 other files, including reference files (for example `_system/brand-memory-protocol.md`, `_system/context-matrix.md` and `_system/cost-tag-spec.md`).

It sits in Sales & Support, covering E-commerce operations. It works with Shopify. The repository describes itself as: 做了十年独立站，操盘超1亿美金预算，我把我自己蒸馏成了30 个独立站AI顾问。这是一套面向独立站与 DTC 品牌的全链路增长顾问 Skill 系统，覆盖诊断、选品、品牌、广告投放、CRO、留存、运营与规模化增长等模块。【作者：1亿美刀站长阿发】.

When your agent uses it

  • User mentions: 独立站
  • Tasks that involve E-commerce operations

Example prompts

  • “/afa”

Requirements

  • Python 3

Workflow steps

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

  1. 系统架构
  2. Preamble（启动协议）
  3. 初始化检查清单
  4. 一级路由决策
  5. 预设工作流
  6. 上下文交接格式
  7. 智能调研机制
  8. 反馈收集
  9. 会话记忆与结束摘要
  10. 参考文件索引

What it can do on your machine

Read from SKILL.md and the folder at commit d099630. 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 script files (Python, from the files we listed), 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

Afa loads about 2.6k tokens when it runs, and up to ~24k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 291 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~2.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~24k

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); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 291 words (~2,567 tokens).

“AFA DTC 是一个为跨境独立站创业者设计的 AI 操盘系统。它覆盖从市场验证到规模化扩张的完整链路，通过 Brand Brain 记忆系统让每次对话都建立在之前的积累之上。”

— opening of SKILL.md by afadtc, Custom licence
name
afa

Read the full SKILL.md on GitHub

Files

SKILL.md and 19 other files (references) in skills/afa of afadtc/afa-dtc-skills.

  • SKILL.md
  • _system/brand-memory-protocol.md
  • _system/context-matrix.md
  • _system/cost-tag-spec.md
  • _system/degradation-rules.md
  • _system/edge-cases.md
  • _system/interaction-protocol.md
  • _system/iron-rules.md
  • _system/localization-rules.md
  • _system/output-format.md
  • _system/preamble.md
  • _system/reasoning-rules.md
  • _system/reference-authoring-rules.md
  • _system/scripts/memory_manager.py
  • _system/skill-directory.md
  • references/benchmark-data.md
  • references/brand-brain-template.md
  • references/case-library.md
  • … and 2 more

Open the folder on GitHubat commit d099630

Compare with similar skills

Afa 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.

Afa compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Afa this skillafadtc/afa-dtc-skills168—~2.6kAutomated safety check: PassCustom licence
Checkout Purchasekeypo-us/keypo-cli182—~880Automated safety check: NotesNone
Competitive Pricing Strategynexscope-ai/eCommerce-Skills1.1k—~2.8kAutomated safety check: PassMIT
Shopify Admin Skills40RTY-ai/shopify-admin-skills1942 repos~318Automated safety check: PassMIT
ShopifyAnil-matcha/awesome-muse-connectors1.3k—~1.1kAutomated safety check: PassMIT
Warehouse Optimizationmajiayu000/claude-skill-registry6661 repos~3.4kAutomated safety check: PassMIT

Similar skills

  • Checkout Purchase

    keypo-us/keypo-cli

    A skill your agent uses when the user asks to buy a product from the Shopify store.

    182 GitHub stars~880 tokensUpdated 6 mo ago
    Sales & SupportAuto-check: notes

  • Competitive Pricing Strategy

    nexscope-ai/eCommerce-Skills

    Build an evidence-based competitive pricing strategy for ecommerce products.

    1.1k GitHub stars~2.8k tokensUpdated 1 mo ago
    Sales & SupportAuto-check passed

  • Shopify Admin Skills

    40RTY-ai/shopify-admin-skills

    Master skill collection for Shopify store operators. An agent skill from 40RTY-ai/shopify-admin-skills.

    194 GitHub starsUsed in 2 repos~318 tokens
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  • Shopify

    Anil-matcha/awesome-muse-connectors

    Work with your Shopify store: view orders, products, customers; create products and discounts (with confirmation).

    1.3k GitHub stars~1.1k tokensUpdated 2 days ago
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  • Warehouse Optimization

    majiayu000/claude-skill-registry

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    666 GitHub starsUsed in 1 repo~3.4k tokens
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More from afadtc/afa-dtc-skills

All 30 skills in this repo

  • Afa Aov

    afadtc/afa-dtc-skills

    DTC 客单价提升与利润优化引擎——捆绑策略、Upsell/Cross-sell、定价心理学、产品组合优化、订单价值分析。Use when user mentions: 客单价, AOV, 提升客单价, average order value, upsell, cross-sell, 捆绑, bundle, 定价, pricing, 利润, profit margin, 订单价值, 折扣策略…

    168 GitHub starsUsed in 1 repo~1.8k tokens
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  • Afa Brand

    afadtc/afa-dtc-skills

    DTC 品牌定位与识别引擎——品牌定位画布、品牌声音架构、品牌故事、视觉识别系统、品牌健康审计。Use when user mentions: 品牌定位, brand positioning, 品牌声音, brand voice, 品牌故事, brand story, 视觉识别, visual identity, 品牌策略, brand strategy, 品牌画布, 品牌建设, 品牌升级…

    168 GitHub starsUsed in 1 repo~3.9k tokens
    Auto-check passed

  • Afa Compete

    afadtc/afa-dtc-skills

    DTC 竞争情报引擎——竞品逆向工程、流量拆解、广告策略分析、定价对标、差异化机会识别。Use when user mentions: 竞品分析, competitor analysis, 竞争对手, 逆向工程, reverse engineer, 竞品拆解, 流量分析, traffic analysis, 差异化, differentiation, 竞争格局, competitive…

    168 GitHub starsUsed in 1 repo~2.8k tokens
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  • Afa Convert

    afadtc/afa-dtc-skills

    DTC 全链路转化率优化引擎——转化漏斗分析、结账流程优化、弃单挽回、落地页优化、A/B测试、信任元素。Use when user mentions: 转化率, conversion rate, CRO, 加购率, add to cart, 结账, checkout, 弃单, abandoned cart, 落地页, landing page, A/B测试, 信任度, trust, 购买流程…

    168 GitHub stars~1.8k tokensUpdated 9 days ago
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  • Afa Creative

    afadtc/afa-dtc-skills

    DTC 创意生产与测试引擎——广告创意策略、创意角度矩阵、Hook 变体、A/B测试、创意疲劳刷新。Use when user mentions: 创意, creative, 广告素材, ad creative, 视频广告, video ads, hook, 创意测试, creative testing, 创意疲劳, creative fatigue, 文案, copy, 视觉风格…

    168 GitHub stars~2.7k tokensUpdated 9 days ago
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  • Afa Cx

    afadtc/afa-dtc-skills

    DTC 客户体验与服务智能引擎——客服优化、售后流程、退货策略、客户旅程设计、NPS/CSAT 管理。Use when user mentions: 客户体验, customer experience, CX, 客服, customer service, 退货, returns, 售后, after-sales, NPS, CSAT, 客户满意度, 投诉, complaints, 客户旅程…

    168 GitHub stars~2k tokensUpdated 9 days ago
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Works with

Categories

Questions about Afa

What does Afa do?

AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器，统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略. Afa is an agent skill from afadtc/afa-dtc-skills. AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器，统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.

When should I use Afa?

Afa fits situations like: user mentions: 独立站; tasks that involve E-commerce operations.

How do I install Afa in Claude Code?

Run `npx skills add afadtc/afa-dtc-skills --skill afa -a claude-code`. Or copy the skill folder (skills/afa in afadtc/afa-dtc-skills) into .claude/skills/afa in your project. Claude Code loads it when a task matches its description.

How do I install Afa in Codex?

Run `npx skills add afadtc/afa-dtc-skills --skill afa -a codex`. Or copy the skill folder (skills/afa in afadtc/afa-dtc-skills) into .agents/skills/afa in your project. Codex loads it when a task matches its description.

Can I use Afa 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 afadtc/afa-dtc-skills --skill afa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/afa, .gemini/skills/afa, .github/skills/afa and .opencode/skills/afa in your project.

What does Afa need to run?

Going by SKILL.md and its folder, Afa needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Afa 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 Afa 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. Review the folder before installing.

What licence does Afa use?

Afa has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Afa use?

About 2.6k tokens (SKILL.md is roughly 10k 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 22k tokens, read only when the agent opens those files.

What are the alternatives to Afa?

Skills that share tags, products or a category with Afa: Checkout Purchase (keypo-us/keypo-cli, 182 stars), Competitive Pricing Strategy (nexscope-ai/eCommerce-Skills, 1.1k stars), Shopify Admin Skills (40RTY-ai/shopify-admin-skills, 194 stars) and Shopify (Anil-matcha/awesome-muse-connectors, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Afa?

afadtc (a GitHub user) maintains it in afadtc/afa-dtc-skills, which has 168 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on September 28, 2026.

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