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.
DTC 产品上市与冷启动引擎——四阶段启动计划、MVP 广告测试、PMF 判定、新品冷启动策略、市场验证。Use when user mentions: 上市, launch, 冷启动, cold start, 新品, new product, PMF, product-market fit, MVP, 市场验证, validation, 启动计划, go-to-market, 新品上架, 首发.
Install Afa Launch
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install afadtc/afa-dtc-skills afa-launch --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/afa-launch .claude/skills/afa-launch && rm -rf skills-srcUse ~/.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/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .claude/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install afadtc/afa-dtc-skills afa-launch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/afa-launch .agents/skills/afa-launch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .agents/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install afadtc/afa-dtc-skills afa-launch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/afa-launch .cursor/skills/afa-launch && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .cursor/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/afadtc/afa-dtc-skills.git --path skills/afa-launch--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install afadtc/afa-dtc-skills afa-launch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/afa-launch .gemini/skills/afa-launch && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .gemini/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install afadtc/afa-dtc-skills afa-launchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/afa-launch .github/skills/afa-launch && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .github/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add afadtc/afa-dtc-skills --skill afa-launch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install afadtc/afa-dtc-skills afa-launch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/afadtc/afa-dtc-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/afa-launch .opencode/skills/afa-launch && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "afa-launch" agent skill from https://github.com/afadtc/afa-dtc-skills/tree/main/skills/afa-launch into .opencode/skills/afa-launch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "afa-launch", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
afa-launch- GitHub stars
- 168
- Token cost
- ~3.1k tokens
- SKILL.md length
- 480 words
- Files
- 12 (incl. references)
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
DTC 产品上市与冷启动引擎——四阶段启动计划、MVP 广告测试、PMF 判定、新品冷启动策略、市场验证。Use when user mentions: 上市, launch, 冷启动, cold start, 新品, new product, PMF, product-market fit, MVP, 市场验证, validation, 启动计划, go-to-market, 新品上架, 首发.
- 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) → …
- User mentions: 上市
- 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 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Afa Launch is an agent skill from afadtc/afa-dtc-skills. DTC 产品上市与冷启动引擎——四阶段启动计划、MVP 广告测试、PMF 判定、新品冷启动策略、市场验证。Use when user mentions: 上市, launch, 冷启动, cold start, 新品, new product, PMF, product-market fit, MVP, 市场验证, validation, 启动计划, go-to-market, 新品上架, 首发.
Its SKILL.md is about 3.1k 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/budget-calculator.md` and `references/core-frameworks.md`).
It sits in Product & Project Management, covering Product strategy and Go-to-market 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: 上市
- Product-market fit
Example prompts
- “/afa-launch”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Context Matrix (上下文矩阵)
- Preamble & Visible Loading (启动协议)
- Core Workflow (核心工作流)
- 防护与交叉验证 (Guardrails)
- 边界与特殊场景
- Completion Protocol
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 Launch loads about 3.1k tokens when it runs, and up to ~26k if it reads all its reference files. Until then it costs about 53 tokens; SKILL.md has 480 words of instructions outside code blocks.
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 480 words (~3,150 tokens).
- name
- afa-launch
Files
SKILL.md and 11 other files (references) in skills/afa-launch of afadtc/afa-dtc-skills.
- SKILL.md
- references/anti-patterns.md
- references/budget-calculator.md
- references/core-frameworks.md
- references/creative-brief-template.md
- references/cross-channel-launch-playbook.md
- references/diagnostic-decision-trees.md
- references/failure-postmortem-template.md
- references/launch-timeline-template.md
- references/mvp-testing-playbook.md
- references/pmf-assessment-template.md
- references/work-modes-and-templates.md
Open the folder on GitHubat commit d099630
Compare with similar skills
Afa Launch 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Afa Launch this skillafadtc/afa-dtc-skills | 168 | — | ~3.1k | Automated safety check: Pass | Custom licence | |
| Organic Growth Path Advisordeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~5.2k | Automated safety check: Pass | Custom licence | |
| Product Strategynicepkg/ai-workflow | 285 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Chief Product Officercbrock84/headcount | 2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| PlaidBuildGreatProducts/plaid | 217 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Prd V02 Product Type Classificationmattgierhart/PRD-driven-context-engineering | 180 | — | ~1.8k | Automated safety check: Pass | MIT |
Similar skills
Product Strategy
nicepkg/ai-workflow
Master product strategy, market analysis, competitive positioning, and long-term product vision.
Chief Product Officer
cbrock84/headcount
Owns what gets built and why: product strategy, roadmap, discovery, user experience, and the definition of success for each release.
Plaid
BuildGreatProducts/plaid
Product Led AI Development — guides founders from idea to launched product.
Prd V02 Product Type Classification
mattgierhart/PRD-driven-context-engineering
Classify product approach into one of six types (Clone, Unbundle, Undercut, Slice, Wrapper, Innovation) based on competitive landscape.
Business Model
agentii-ai/agentii-investment-intelligence
Business model classification, business model analysis, structural analysis of how a company makes money, product offering decomposition, distribution channel analysis, customer segment analysis…
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Related
Questions about Afa Launch
What does Afa Launch do?
DTC 产品上市与冷启动引擎——四阶段启动计划、MVP 广告测试、PMF 判定、新品冷启动策略、市场验证。Use when user mentions: 上市, launch, 冷启动, cold start, 新品, new product, PMF, product-market fit, MVP, 市场验证, validation, 启动计划, go-to-market, 新品上架, 首发. Afa Launch is an agent skill from afadtc/afa-dtc-skills. DTC 产品上市与冷启动引擎——四阶段启动计划、MVP 广告测试、PMF 判定、新品冷启动策略、市场验证。Use when user mentions: 上市, launch, 冷启动, cold start, 新品, new product, PMF, product-market fit, MVP, 市场验证, validation, 启动计划, go-to-market, 新品上架, 首发.
When should I use Afa Launch?
Afa Launch fits situations like: user mentions: 上市; product-market fit.
How do I install Afa Launch in Claude Code?
Run `npx skills add afadtc/afa-dtc-skills --skill afa-launch -a claude-code`. Or copy the skill folder (skills/afa-launch in afadtc/afa-dtc-skills) into .claude/skills/afa-launch in your project. Claude Code loads it when a task matches its description.
How do I install Afa Launch in Codex?
Run `npx skills add afadtc/afa-dtc-skills --skill afa-launch -a codex`. Or copy the skill folder (skills/afa-launch in afadtc/afa-dtc-skills) into .agents/skills/afa-launch in your project. Codex loads it when a task matches its description.
Can I use Afa Launch 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-launch -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-launch, .gemini/skills/afa-launch, .github/skills/afa-launch and .opencode/skills/afa-launch in your project.
What does Afa Launch need to run?
SKILL.md names no scripts, command-line tools or credentials: Afa Launch is instructions for the agent only.
Does Afa Launch 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 Launch 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 Launch use?
Afa Launch 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 Launch use?
About 3.1k tokens (SKILL.md is roughly 13k 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 23k tokens, read only when the agent opens those files.
What are the alternatives to Afa Launch?
Skills that share tags, products or a category with Afa Launch: Organic Growth Path Advisor (deanpeters/Product-Manager-Skills, 7.2k stars), Product Strategy (nicepkg/ai-workflow, 285 stars), Chief Product Officer (cbrock84/headcount, 2k stars) and Plaid (BuildGreatProducts/plaid, 217 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Afa Launch?
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.