Agent skill

Afa Scale

by afadtc in afadtc/afa-dtc-skills

运营与扩张 Supervisor——统筹供应链运营与渠道扩张的路由与协同,管辖 afa-ops 与 afa-expand。Use when user mentions: 扩张, scale, 运营优化, operations, 供应链, supply chain, 新市场, 渠道扩张, channel expansion, 规模化, scaling, 多市场运营.

Custom licenceAuto-check passedSecurity

Install Afa Scale

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

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

GitHub CLI
$ gh skill install afadtc/afa-dtc-skills afa-scale --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-scale .claude/skills/afa-scale && 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-scale
GitHub stars
168
Token cost
~2.2k tokens
SKILL.md length
420 words
Files
1
Skills in repo
30
Repo updated
First seen
Licence
Custom licence

At a glance

运营与扩张 Supervisor——统筹供应链运营与渠道扩张的路由与协同,管辖 afa-ops 与 afa-expand。Use when user mentions: 扩张, scale, 运营优化, operations, 供应链, supply chain, 新市场, 渠道扩张, channel expansion, 规模化, scaling, 多市场运营.

  • Works in 9 steps: 定位 → 上下文契约 → 路由决策表 → …
  • User mentions: 扩张
  • SKILL.md covers 1. 定位, 2. 上下文契约, 3. 路由决策表 and 4. 多 Worker 协调工作流, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Afa Scale is an agent skill from afadtc/afa-dtc-skills. 运营与扩张 Supervisor——统筹供应链运营与渠道扩张的路由与协同,管辖 afa-ops 与 afa-expand。Use when user mentions: 扩张, scale, 运营优化, operations, 供应链, supply chain, 新市场, 渠道扩张, channel expansion, 规模化, scaling, 多市场运营.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Security, covering Supply chain security. 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: 扩张
  • Channel expansion

Example prompts

  • “/afa-scale”

Workflow steps

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

  1. 定位
  2. 上下文契约
  3. 路由决策表
  4. 多 Worker 协调工作流
  5. 运营准备度评估(扩张前置检查)
  6. 运营与扩张的协调规则
  7. 危机模式行为
  8. 边界与越界处理
  9. Preamble & Visible Loading (启动协议)

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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown and yaml).

    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 Scale loads about 2.2k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 420 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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 420 words (~2,237 tokens).

“afa-scale 是 AFA DTC 系统的运营与扩张中枢。它不执行具体的供应链管理或渠道拓展操作,而是在 Hub 完成高层意图识别后,接管运营效率优化和业务扩张规划的二级路由和协调。”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/afa-scale of afadtc/afa-dtc-skills.

Open the folder on GitHubat commit d099630

Compare with similar skills

Afa Scale 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 Scale compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Afa Scale this skillafadtc/afa-dtc-skills168—~2.2kAutomated safety check: PassCustom licence
Skill Scannergetsentry/skills1k4 repos~2.5kAutomated safety check: WarnApache-2.0
Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit4801 repos~3.3kAutomated safety check: PassNone
Eu CraSushegaad/Claude-Skills-Governance-Risk-and-Compliance9421 repos~4kAutomated safety check: PassMIT
Kesekit Checkcdppcorp/KESE-KIT361—~1.3kAutomated safety check: PassMIT
Bom Auditcdxgen/cdxgen1.1k—~2.4kAutomated safety check: PassApache-2.0

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All 30 skills in this repo
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Categories

Questions about Afa Scale

What does Afa Scale do?

运营与扩张 Supervisor——统筹供应链运营与渠道扩张的路由与协同,管辖 afa-ops 与 afa-expand。Use when user mentions: 扩张, scale, 运营优化, operations, 供应链, supply chain, 新市场, 渠道扩张, channel expansion, 规模化, scaling, 多市场运营. Afa Scale is an agent skill from afadtc/afa-dtc-skills. 运营与扩张 Supervisor——统筹供应链运营与渠道扩张的路由与协同,管辖 afa-ops 与 afa-expand。Use when user mentions: 扩张, scale, 运营优化, operations, 供应链, supply chain, 新市场, 渠道扩张, channel expansion, 规模化, scaling, 多市场运营.

When should I use Afa Scale?

Afa Scale fits situations like: user mentions: 扩张; channel expansion.

How do I install Afa Scale in Claude Code?

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

How do I install Afa Scale in Codex?

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

Can I use Afa Scale 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-scale -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-scale, .gemini/skills/afa-scale, .github/skills/afa-scale and .opencode/skills/afa-scale in your project.

What does Afa Scale need to run?

SKILL.md names no scripts, command-line tools or credentials: Afa Scale is instructions for the agent only.

Does Afa Scale 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 Scale 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 Scale use?

Afa Scale 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 Scale use?

About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Afa Scale?

Skills that share tags, products or a category with Afa Scale: Skill Scanner (getsentry/skills, 1k stars), Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 480 stars), Eu Cra (Sushegaad/Claude-Skills-Governance-Risk-and-Compliance, 942 stars) and Kesekit Check (cdppcorp/KESE-KIT, 361 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Afa Scale?

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.