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Time To First Value

Community
AIDevGTM
time-to-first-value

Turn a curious developer into an activated one: the docs, the quickstart, and the first-run experience that gets them to their first real win fast, and back again. Use when people sign up or star the repo but never get it working, come once and never return, or you're about to pour traffic into a first-run that leaks.

Overview

PublisherAIDevGTM
Repositorygtm-cofounder
Skill nametime-to-first-value
Stars
323
Forks
31
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by AIDevGTM on GitHub. Read the source before you install it.

Installation

Install the Time To First Value AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/AIDevGTM/gtm-cofounder/tree/main/skills/08-time-to-first-value
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/AIDevGTM/gtm-cofounder.git /tmp/gtm-cofounder
mkdir -p .claude/skills
cp -r /tmp/gtm-cofounder/skills/08-time-to-first-value .claude/skills/time-to-first-value
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Time To First Value in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Time To First Value on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Time To First Value is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Time to first value (get them to the first win)

For a dev tool, the product is the pitch. A developer tries it alone and decides in minutes. Acquisition without activation is just a faster way to lose people.

Use this when: people sign up or star the repo and then nothing, they get it working once and never come back, your docs assume the reader already understands it, or you are about to spend on a launch or a channel while the first ten minutes still leak.

The core idea

You can nail your positioning, your homepage, and your launch, and still lose everyone in the first ten minutes. For a dev tool the first run is the sale: the developer tries it, alone, without talking to you, and decides. Two gates, straight from Frankl's DREAM funnel:

  • Evaluation: can they get it working over a weekend, with zero human help? (the weekend test)
  • Activation: how fast do they reach their first real win, the "I'm awesome" moment (time to first value)?

Fix this before you scale acquisition. Pouring users into a leaky first run just loses them faster, and know-if-its-working will show you that retention, not signups, is the number that matters.

The two thresholds

The weekend test (Frankl). A motivated developer should get your product doing something real over a weekend, without a call, a demo, or an email to you. If they cannot, that is your single highest-leverage work, above any channel, launch, or homepage tweak.

Time to first value (Czakon: "time to Hello World"). Measured in minutes, not hours, and the first meaningful win in the same sitting, not after an onboarding call next Tuesday. The first "Hello World" should be minutes in; the first real "oh, this is useful" should be that same session.

The win belongs to the developer, not your product (Frankl: the developer is the hero). The aha is "look what I just did," not "look what our platform can do." Design the first run so the developer feels capable, fast.

Framework: the friction log (Czakon)

The core tool. Do not try to document every path. Nail the ONE most common path to first value.

  1. Pick the single core journey a new developer takes to their first win.
  2. Walk it yourself as a stranger: new machine or incognito, no insider shortcuts, no filling in gaps from memory.
  3. At every step, log three things: the question they have, the frustration they hit, the friction or barrier that makes them stop.
  4. Fix the obvious barriers first. Cut the top three places a motivated dev would quit.
  5. Put a metric on each core moment so you can see where they drop.

What removes friction (and what adds it)

Removes it:

  • Free tier or trial, no credit card, no "contact sales" (Czakon: hard barriers send devs straight to a competitor).
  • An idiot-proof install and a copy-pasteable example that works on the first try.
  • A "get started in 5 minutes" path, and a docs quickstart written for the stranger, not the expert.
  • A sandbox or demo populated with data close to their real use case, not foo and bar (Czakon: realistic sandbox data gets you most of the way).

Adds it:

  • A signup wall, a sales call, or a credit card in front of the first win.
  • Docs written by someone who already understands the product.
  • A first run that shows off your architecture instead of getting the developer to their result.

Decision tree

Can a motivated new dev reach a real win alone, in one sitting, without talking to you?
├─ NO  → this is your highest-leverage work, above any channel or launch.
│         Run a friction log on the one core path and cut the top 3 barriers.
└─ YES → do they come back the next week?
         ├─ NO  → the first win isn't valuable or sticky enough. Wrong "aha,"
         │         or no reason to return. Re-pick the activation moment.
         └─ YES → now acquisition is worth scaling. Go to `first-50-users`.

Mistakes that look reasonable

  • Optimizing the homepage or the launch while the first run leaks. Fix activation before acquisition. A great channel into a broken first run just burns the channel.
  • Celebrating signups. Signups are vanity if they never activate. Watch time to first value and week-one activation, not the top of the funnel (see know-if-its-working).
  • Gating the first win behind a wall, a demo, or a credit card. Developers bounce and do not come back.
  • Making your product the hero of the first run. The developer is the hero. The moment is "look what I did," not "look what it does."
  • Writing docs for the expert. The quickstart is for the stranger who has never seen it. Test it on one.
  • Documenting every path. Nail the one common path first. Perfect coverage of a journey nobody takes is wasted work.

Your next 30 minutes

  • Name the ONE core path a new developer takes to their first real win. Just one.
  • Walk it as a stranger (incognito or a clean machine), and time it. Log every question, frustration, and barrier at each step.
  • Circle the first three points where a motivated dev would give up. That is your backlog, ahead of any marketing task.
  • Define the single "I'm awesome" moment, and make it reachable in minutes, in one sitting, with no human help.
  • Put one number on it: time to first value, or the percent of signups that reach the win in week one. Watch it like you watch uptime.

Built from real dev-tool GTM experience, with frameworks from Adam Frankl (The Developer-Facing Startup) and Jakub Czakon (markepear.dev). If activation is leaking and you can't see where, that's worth a human pass over the funnel. Reach out to me on LinkedIn.

Frequently asked questions

What does the Time To First Value AI skill do?

Turn a curious developer into an activated one: the docs, the quickstart, and the first-run experience that gets them to their first real win fast, and back again. Use when people sign up or star the repo but never get it working, come once and never return, or you're about to pour traffic into a first-run that leaks.

Why use Time To First Value on TypingMind?

Because you install it once and use it with any model. Time To First Value is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Time To First Value in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/AIDevGTM/gtm-cofounder/tree/main/skills/08-time-to-first-value. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Time To First Value?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Time To First Value?

As many as you like. As long as a model supports skills, you can use Time To First Value with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Time To First Value AI skill free?

Yes. It is published on GitHub by AIDevGTM under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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