Agent skill

Afa Product

by afadtc in afadtc/afa-dtc-skills

DTC 产品策略——产品验证、溢价阶梯、COGS/定价建模、产品组合。触发词: 产品策略, product strategy, COGS, 产品组合, SKU, 产品线, 溢价, premium, 选品, pricing, product mix, sku planning, premium pricing, product selection。复杂问题先经 afa。

Custom licenceAuto-check passedProduct & Project Management

Install Afa Product

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

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

GitHub CLI
$ gh skill install afadtc/afa-dtc-skills afa-product --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-product .claude/skills/afa-product && 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-product
GitHub stars
168
Token cost
~3.8k tokens
SKILL.md length
496 words
Files
12 (incl. references)
Skills in repo
31
Repo updated
First seen
Licence
Custom licence

At a glance

DTC 产品策略——产品验证、溢价阶梯、COGS/定价建模、产品组合。触发词: 产品策略, product strategy, COGS, 产品组合, SKU, 产品线, 溢价, premium, 选品, pricing, product mix, sku planning, premium pricing, product selection。复杂问题先经 afa。

  • Works in 6 steps: Context Matrix (上下文矩阵) → Preamble & Visible Loading (启动协议) → Core Workflow (核心工作流) → …
  • Tasks that involve Product strategy
  • SKILL.md covers 1. Context Matrix (上下文矩阵), 2. Preamble & Visible Loading…, 3. Core Workflow (核心工作流) and 4. 防护与交叉验证 (Guardrails), plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Afa Product is an agent skill from afadtc/afa-dtc-skills. DTC 产品策略——产品验证、溢价阶梯、COGS/定价建模、产品组合。触发词: 产品策略, product strategy, COGS, 产品组合, SKU, 产品线, 溢价, premium, 选品, pricing, product mix, sku planning, premium pricing, product selection。复杂问题先经 afa。

Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including reference files (for example `references/anti-patterns.md`, `references/benchmark-data.md` and `references/cogs-and-pricing-model.md`).

It sits in Product & Project Management, covering Product strategy. 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31 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

  • Tasks that involve Product strategy

Example prompts

  • “/afa-product”

Workflow steps

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

  1. Context Matrix (上下文矩阵)
  2. Preamble & Visible Loading (启动协议)
  3. Core Workflow (核心工作流)
  4. 防护与交叉验证 (Guardrails)
  5. 边界与特殊场景
  6. Completion Protocol

What it can do on your machine

Read from SKILL.md and the folder at commit e4edb28. 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 Product loads about 3.8k tokens when it runs, and up to ~20k if it reads all its reference files. Until then it costs about 49 tokens; SKILL.md has 496 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~20k

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 496 words (~3,778 tokens).

name
afa-product

Read the full SKILL.md on GitHub

Files

SKILL.md and 11 other files (references) in skills/afa-product of afadtc/afa-dtc-skills.

  • SKILL.md
  • references/anti-patterns.md
  • references/benchmark-data.md
  • references/cogs-and-pricing-model.md
  • references/core-frameworks.md
  • references/diagnostic-system.md
  • references/differentiation-playbook.md
  • references/product-discovery-framework.md
  • references/product-launch-checklist.md
  • references/product-portfolio-matrix.md
  • references/sourcing-and-supply-chain.md
  • references/work-modes-and-templates.md

Open the folder on GitHubat commit e4edb28

Compare with similar skills

Afa Product 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 Product compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Afa Product this skillafadtc/afa-dtc-skills168—~3.8kAutomated safety check: PassCustom licence
Game Changing FeaturesopenstatusHQ/data-table-filters2.3k3 repos~2.1kAutomated safety check: PassMIT
Organic Growth Path Advisordeanpeters/Product-Manager-Skills7.2k2 repos~5.2kAutomated safety check: PassCustom licence
Product Strategistalirezarezvani/claude-skills28k2 repos~1.8kAutomated safety check: PassMIT
PlaidBuildGreatProducts/plaid218—~1.6kAutomated safety check: PassMIT
Product Competitive AnalysisFokkyp/claude-skills226—~1.2kAutomated safety check: PassNone

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    2.3k GitHub starsUsed in 3 repos~2.1k tokens
    Product & Project ManagementAuto-check passed
  • Organic Growth Path Advisor

    deanpeters/Product-Manager-Skills

    Diagnoses where a growth constraint lives and recommends one organic growth path from the McKinsey Growth Pyramid to test first.

    7.2k GitHub starsUsed in 2 repos~5.2k tokens
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Questions about Afa Product

What does Afa Product do?

DTC 产品策略——产品验证、溢价阶梯、COGS/定价建模、产品组合。触发词: 产品策略, product strategy, COGS, 产品组合, SKU, 产品线, 溢价, premium, 选品, pricing, product mix, sku planning, premium pricing, product selection。复杂问题先经 afa。. Afa Product is an agent skill from afadtc/afa-dtc-skills.

When should I use Afa Product?

Afa Product fits situations like: tasks that involve Product strategy.

How do I install Afa Product in Claude Code?

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

How do I install Afa Product in Codex?

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

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

What does Afa Product need to run?

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

Does Afa Product 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 Product 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 Product use?

Afa Product 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 Product use?

About 3.8k tokens (SKILL.md is roughly 15k 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 16k tokens, read only when the agent opens those files.

What are the alternatives to Afa Product?

Skills that share tags, products or a category with Afa Product: Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), Organic Growth Path Advisor (deanpeters/Product-Manager-Skills, 7.2k stars), Product Strategist (alirezarezvani/claude-skills, 28k stars) and Plaid (BuildGreatProducts/plaid, 218 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Afa Product?

afadtc (a GitHub user) maintains it in afadtc/afa-dtc-skills, which has 168 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 8, 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.