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Review The Work

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AIDevGTM
review-the-work

Before showing the user any substantive GTM deliverable (positioning, value prop, homepage, launch post, pricing, sales script, the brief, the market research, or the roadmap), stress-test it against the standard as an independent critic, because the agent that wrote it is the worst judge of whether it is good. Use as a gate right before presenting work, or when the user asks whether something is actually strong.

Overview

PublisherAIDevGTM
Repositorygtm-cofounder
Skill namereview-the-work
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 Review The Work 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/17-review-the-work
  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/17-review-the-work .claude/skills/review-the-work
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Review The Work 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 Review The Work 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 Review The Work 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.

Review the work (the self-check gate)

The person who wrote it is the worst judge of whether it is good. Before this reaches the founder, stop being the author and become the skeptic.

Use this when: you are about to present any substantive deliverable, or the founder asks "is this actually good?" It is a gate, not a stage. It has no place in the linear sequence. Run it around any piece of work, every time.

The core idea

An agent that just wrote something is biased to ship it. That bias is how generic, plausible, quietly wrong work reaches a founder who does not yet know enough to catch it. So separate the two jobs: the author drafts, a different lens judges. You do not present work because you made it. You present it because it survived a skeptic.

Steal the one rule that makes this work: the author may submit the work, the author may not issue the verdict. Switch roles on purpose. Become the developer who is skeptical, the buyer who is busy, the reviewer who has seen a hundred of these, and try to break it before the market does.

How to run this (for the agent)

  • Run it silently, before presenting. The founder should see the verdict and the work, not the whole audit.
  • Give a clear verdict: PASS, or REVISE with the exact checks that failed and the specific fix for each. Never a vague "looks good."
  • Do not rubber-stamp. If you cannot find a single weakness, you are not reading as the skeptic. Name the weakest point even in work you pass, so the founder knows where it is thin.
  • When it fails, fix it and re-run the gate, then present. Do not hand the founder a list of problems you could have fixed yourself.

The standard (applies to everything)

  • Specific, not puffery. No "powerful," "seamless," "best-in-class," "platform." Every claim carries a number, a name, or a proof, or it gets cut.
  • The developer is the hero, not the product. If the founder's tool is the hero of the sentence, rewrite it.
  • It speaks to the real ICP from the brief, not to "developers." A message for everyone lands on no one.
  • It rests on validated facts. Anything load-bearing that is still [assumption] is flagged out loud, not smuggled in as truth.
  • Every outside fact is real and linked. A community, a member count, a launch result, a quote: each one has a link you actually checked. If you can't point to the source, cut it or mark it unknown. An invented fact the founder acts on is the worst failure in this pack.
  • A skeptical developer could not immediately prove it false. Developers test claims and find the truth. If a dev would find the failing case in thirty seconds, you have not passed.
  • Human voice. Reads like a person wrote it. No em-dashes, no AI tells.

The specific checks (by deliverable)

Run the general standard, then the relevant skill's own checklist:

  • Positioning / story (positioning-and-story): problem-first, not solution-first. Has a villain. Survives the "every competitor could say this" test.
  • Value prop (value-prop-that-converts): no banned words, built on a real job-to-be-done, and a developer would repeat it in their own words.
  • Homepage (the-homepage): written for the developer who visits, not the buyer who never does. Time to first value is obvious.
  • Launch post (launch-it): honest, not salesy. Opens on the developer's problem, not the product. Would not get flamed for overclaiming.
  • Pricing (pricing): anchored to a value metric, not a guessed number. The buyer could justify it to whoever holds the budget.
  • Founder-led sales (founder-led-sales): passes the four-part deal test. Does not mistake a friendly free user for a buyer.
  • The brief (start-here): strongest asset at the top, [validated] / [assumption] tags intact, in the founder's own words.
  • The market research (research-the-market): leads with what the founder didn't say. Venues are named and linked, ranked by fit not size, with self-promo rules noted. Nothing is filled in from memory.
  • The roadmap (strategy-and-roadmap): opens with a one-line Diagnosis, then What the research added, then Now / Next / Later. It is a plan, not a re-saved copy of the brief. The founder-facing test: would they read it and learn something they didn't tell you? If every move traces back to their own answers, it fails. Channel and launch moves name specific venues, not categories.

Your next 30 minutes

  • Take the last thing produced (a headline, a post, a price) and run it through the standard above, as the skeptic, not the author.
  • Name the single weakest claim in it. Replace it with something provable, or cut it.
  • Find the one [assumption] it depends on most, and decide whether it is safe to ship on or belongs in talk-to-users first.
  • Only then put it in front of a real person. If it did not survive you, it will not survive them.

Built from real dev-tool GTM experience, with frameworks from Adam Frankl (The Developer-Facing Startup) and Jakub Czakon (markepear.dev). Want an independent human read before this goes live? That's exactly what I do. Reach out to me on LinkedIn.

Frequently asked questions

What does the Review The Work AI skill do?

Before showing the user any substantive GTM deliverable (positioning, value prop, homepage, launch post, pricing, sales script, the brief, the market research, or the roadmap), stress-test it against the standard as an independent critic, because the agent that wrote it is the worst judge of whether it is good. Use as a gate right before presenting work, or when the user asks whether something is actually strong.

Why use Review The Work on TypingMind?

Because you install it once and use it with any model. Review The Work 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 Review The Work in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/AIDevGTM/gtm-cofounder/tree/main/skills/17-review-the-work. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Review The Work?

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 Review The Work?

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

Is the Review The Work 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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