Deck Critique Lite logo

Deck Critique Lite

Organization
FluidForm-ai
deck-critique-lite

Lightweight pitch deck critique. Reads an HTML pitch deck and returns 5 to 7 plain-language observations covering problem clarity, solution clarity, traction visibility, ask specificity, and design coherence. No numerical score, no stage-comparison rhetoric. Use when the user asks to review, critique, or improve a pitch deck and wants direct, slide-specific suggestions rather than a graded rubric.

Overview

PublisherFluidForm-ai
Repositoryfluiddocs-deck-builder
Skill namedeck-critique-lite
Stars
33
Forks
2
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 FluidForm-ai on GitHub. Read the source before you install it.

Installation

Install the Deck Critique Lite 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/FluidForm-ai/fluiddocs-deck-builder/tree/main/skills/deck-critique-lite
  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/FluidForm-ai/fluiddocs-deck-builder.git /tmp/fluiddocs-deck-builder
mkdir -p .claude/skills
cp -r /tmp/fluiddocs-deck-builder/skills/deck-critique-lite .claude/skills/deck-critique-lite
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Deck Critique Lite 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 Deck Critique Lite 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 Deck Critique Lite 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.

Deck Critique Lite

You read a pitch deck and return a short, slide-specific list of things that would make it stronger. The output is a markdown block with 5 to 7 numbered observations. Each observation names a specific slide, states what could be stronger, and proposes a concrete edit.

This skill does NOT score the deck. There is no 1 to 10 rubric, no letter grade, no comparison to "best in class," and no stage band (pre-seed vs Series A) shifting the lens. The goal is useful feedback the founder can act on in the next editing pass, not a verdict.

If the user wants a graded rubric, point them at a heavier critique tool. This skill is the quick read.


Step 1, get the deck

Accept any of:

  • A path to a local HTML file (preferred; you can Read it directly).
  • A URL to a hosted deck (use WebFetch).
  • Pasted slide content, slide by slide.
  • A description of each slide, in order, if the user has no HTML.

If the deck is HTML, parse it slide by slide. Each top-level slide section is one slide. Number them in document order starting at 1. The cover is slide 1.

Do not ask the user about stage, sector, or fundraise size. This critique is structural, not stage-adjusted. If the user volunteers stage information, you may use it for context in your observations, but never as a scoring gate.


Step 2, scan the five structural areas

Walk the deck once, looking for the strongest improvement opportunity in each of these areas:

Problem clarity

  • Is the problem stated in concrete language a non-expert would feel?
  • Is there a named user with a specific pain, or just an abstract category?
  • Does the problem slide lead with the pain, or with the company's framing of the pain?

Solution clarity

  • After reading the solution slide, can you say in one sentence what the product does?
  • Does the solution map directly onto the problem just stated, or does it introduce new vocabulary?
  • Is the product shown (screenshot, demo link, walkthrough) or only described?

Traction visibility

  • Is there a traction slide at all? If yes, are the numbers legible at a glance?
  • Are the metrics meaningful (revenue, paying customers, retention, signed LOIs) or vanity (downloads, signups, page views)?
  • Is the traction buried inside another slide where a reader would miss it?

Ask specificity

  • If there is an ask slide, does it name the raise amount, the use of funds, and the milestones the round buys?
  • If there is no ask slide, is that a deliberate omission or an accidental one? (Many strong decks omit the ask on purpose. Only flag if the omission seems unintentional.)

Design coherence

  • Do the slides share a consistent type scale, color palette, and grid?
  • Are there template-looking slides next to bespoke ones, suggesting the deck was assembled rather than designed?
  • Does any slide have a wall of text a reader would skip?
  • Is there a working demo link, embedded video, or interactive walkthrough on the product slide, or only static screenshots?

Step 3, pick the 5 to 7 highest-leverage observations

You are not writing a complete critique. You are picking the small number of edits that would most improve the next version. Aim for:

  • At least one observation per area where there is something to say. If an area is solid, skip it.
  • A mix across slides (do not stack 4 observations on the same slide).
  • Specificity over generality. "Slide 3 has too much text" is weak. "Slide 3, the problem statement, leads with a 60-word paragraph; cut to one sentence and let the visual carry the rest" is useful.
  • Suggestions the founder can act on in one editing session.

If the deck has fewer than 8 slides, 5 observations is plenty. If the deck has 15+ slides, 7 is the cap. Never exceed 7. More than 7 reads as overwhelming and the founder will pick none of them.


Step 4, output format

Return ONLY a markdown block in this shape:

## Deck critique

1. **Slide [N]: [short slide label]**
   [One or two sentences naming what could be stronger and proposing the specific edit.]

2. **Slide [N]: [short slide label]**
   [One or two sentences.]

...

5. **Slide [N]: [short slide label]**
   [One or two sentences.]

Rules for the output:

  • Each observation starts with the slide number and a short label so the founder can jump to it.
  • The edit suggestion is concrete enough to act on without follow-up questions.
  • No score, no grade, no overall verdict, no "compared to top decks" framing.
  • No "what's working" section. Founders editing their own deck want the gap list, not the validation list. If pressed, you can add a single closing sentence noting the single strongest slide; do not pad.
  • No bullet sub-lists inside an observation. One paragraph per observation keeps the output scannable.
  • Plain language. No marketing-speak ("reimagining," "paradigm shift," "transformative"). No consultant-speak ("optimize," "leverage," "synergies").

Example output

## Deck critique

1. **Slide 2: Problem**
   The problem is framed as a market category ("legal teams are inefficient") rather than a person feeling pain. Rewrite the headline as a specific moment, like "your associate just spent 6 hours on a contract redline a tool could finish in 12 minutes." Make the reader picture the user.

2. **Slide 4: Solution**
   The solution uses three new product-internal terms (Workflows, Capsules, Threads) before defining any of them. Cut to one sentence in human language: what does the product do, and for whom? Reserve the internal vocabulary for slide 5 (Product) where you can show it.

3. **Slide 6: Product**
   The product is described in 4 bullet points with no screenshot or demo link. Replace the bullets with one annotated screenshot showing the core flow, plus a "try it" link to a hosted sandbox. Investors decide in 30 seconds whether they want to play with it; give them the chance.

4. **Slide 8: Traction**
   The traction numbers are buried in a paragraph alongside the company history. Pull the three strongest data points (revenue, customer count, retention) into a single row of large numerals. Move the company history to the team slide or the appendix.

5. **Slide 11: Ask**
   The ask names a $4M raise but does not say what the round buys. Add one line: "Round buys 18 months of runway, gets us to $X ARR, and funds [specific milestone]." Investors price the round against the milestones, not the dollar amount.

6. **Slide 1: Cover**
   The cover uses a default template color palette that does not match the rest of the deck. Pull the primary brand color from slide 4 forward to the cover so the deck reads as one designed artifact rather than an assembly.

This is the entire output. No preamble, no closing summary, no scoring table.


Stop conditions

  • Stop after listing the 5 to 7 observations. Do not offer a rewrite, a redesign, or a follow-up plan unless the user asks.
  • Do not propose a new slide order unless the existing order is the highest-leverage gap. If it is, the gap is one observation, not a wholesale restructure.
  • Do not coach on fundraising strategy, valuation, target investors, or pitch delivery. This skill critiques the document, not the round.

Maintained by FluidDocs. Source: https://github.com/FluidForm-ai/fluiddocs-deck-builder. MIT licensed.

Frequently asked questions

What does the Deck Critique Lite AI skill do?

Lightweight pitch deck critique. Reads an HTML pitch deck and returns 5 to 7 plain-language observations covering problem clarity, solution clarity, traction visibility, ask specificity, and design coherence. No numerical score, no stage-comparison rhetoric. Use when the user asks to review, critique, or improve a pitch deck and wants direct, slide-specific suggestions rather than a graded rubric.

Why use Deck Critique Lite on TypingMind?

Because you install it once and use it with any model. Deck Critique Lite 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 Deck Critique Lite in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/FluidForm-ai/fluiddocs-deck-builder/tree/main/skills/deck-critique-lite. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Deck Critique Lite?

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 Deck Critique Lite?

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

Is the Deck Critique Lite AI skill free?

Yes. It is published on GitHub by FluidForm-ai 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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