Agent skill

Idea Generator

by gustavscirulis in gustavscirulis/snapgrid

Brainstorm and rank iOS/macOS app ideas tailored to developer skills.

Custom licenceAuto-check passedAgent Workflows

Install Idea Generator

skills CLI
$ npx skills add gustavscirulis/snapgrid --skill idea-generator -a claude-code

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

GitHub CLI
$ gh skill install gustavscirulis/snapgrid idea-generator --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/gustavscirulis/snapgrid.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/skills/product/idea-generator .claude/skills/idea-generator && 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
idea-generator
GitHub stars
117
Used in
1 other repo
Token cost
~4.5k tokens
SKILL.md length
1,509 words
Files
2
Skills in repo
118
Repo updated
First seen
Licence
Custom licence

At a glance

Brainstorm and rank iOS/macOS app ideas tailored to developer skills.

  • Works in 12 steps: Developer Profile Elicitation → Five Brainstorming Lenses → Feasibility Filtering → …
  • User says what should I build
  • SKILL.md covers When to Use This Skill, What This Skill Does, Output Structure and How to Generate Ideas, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Idea Generator is an agent skill from gustavscirulis/snapgrid. Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea".

Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `examples/idea-shortlist.json`).

It sits in Agent Workflows, covering Brainstorming. It works with iOS and macOS. The repository describes itself as: SnapGrid is an open-source Mac app for collecting, organizing, and analyzing UI screenshots. It uses AI to automatically detect UI components and patterns, making it a powerful…

When your agent uses it

  • User says what should I build
  • Give me app ideas
  • I dont know what to build
  • Brainstorm app ideas

Example prompts

  • “what should I build”
  • “give me app ideas”
  • “t know what to build”
  • “/idea-generator”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, WebSearch, WebFetch, AskUserQuestion

Workflow steps

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

  1. Developer Profile Elicitation
  2. Five Brainstorming Lenses
  3. Feasibility Filtering
  4. Scoring and Ranking
  5. Shortlist Output
  6. Gather Developer Profile
  7. Apply Skills & Interests Lens
  8. Apply Problem-First Lens
  9. Apply Technology-First Lens
  10. Apply Market Gap Lens
  11. Apply Trend Lens
  12. Filter, Score, and Rank

What it can do on your machine

Read from SKILL.md and the folder at commit eb7eaf4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • WebSearch
    • WebFetch
    • AskUserQuestion

    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 json).

    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

Idea Generator loads about 4.5k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 1,509 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

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 1,509 words (~4,514 tokens).

“Generates a ranked shortlist of 3-5 app ideas tailored to the developer's skills, interests, and constraints. Output is formatted to feed directly into product-agent discover for validation.”

— opening of SKILL.md by gustavscirulis, Custom licence
name
idea-generator
allowed-tools
Read, Write, WebSearch, WebFetch, AskUserQuestion

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .claude/skills/skills/product/idea-generator of gustavscirulis/snapgrid.

  • SKILL.md
  • examples/idea-shortlist.json

Open the folder on GitHubat commit eb7eaf4

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in gustavscirulis/snapgrid, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Idea Generator 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.

Idea Generator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Idea Generator this skillgustavscirulis/snapgrid1171 repos~4.5kAutomated safety check: PassCustom licence
Iphone Useleeguooooo/iphone-use119—~2.7kAutomated safety check: PassMIT
Cindy Skill Creatormakecindy/cindy3k—~4.2kAutomated safety check: PassApache-2.0
Git Worktree Setupk8zdev/k8z155—~930Automated safety check: PassNone
Uno Platformmanagedcode/dotnet-skills486—~2kAutomated safety check: PassMIT
Engine Whats Newflutter/flutter179k—~978Automated safety check: PassBSD-3-Clause

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Works with

Questions about Idea Generator

What does Idea Generator do?

Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Idea Generator is an agent skill from gustavscirulis/snapgrid. Brainstorm and rank iOS/macOS app ideas tailored to developer skills.

When should I use Idea Generator?

Idea Generator fits situations like: user says what should I build; give me app ideas; I dont know what to build; brainstorm app ideas.

How do I install Idea Generator in Claude Code?

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

How do I install Idea Generator in Codex?

Run `npx skills add gustavscirulis/snapgrid --skill idea-generator -a codex`. Or copy the skill folder (.claude/skills/skills/product/idea-generator in gustavscirulis/snapgrid) into .agents/skills/idea-generator in your project. Codex loads it when a task matches its description.

Can I use Idea Generator 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 gustavscirulis/snapgrid --skill idea-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/idea-generator, .gemini/skills/idea-generator, .github/skills/idea-generator and .opencode/skills/idea-generator in your project.

What does Idea Generator need to run?

SKILL.md names no scripts, command-line tools or credentials: Idea Generator is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, WebSearch, WebFetch, AskUserQuestion.

Does Idea Generator 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 Idea Generator 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 Idea Generator use?

Idea Generator 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 Idea Generator use?

About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Idea Generator?

Skills that share tags, products or a category with Idea Generator: Iphone Use (leeguooooo/iphone-use, 119 stars), Cindy Skill Creator (makecindy/cindy, 3k stars), Git Worktree Setup (k8zdev/k8z, 155 stars) and Uno Platform (managedcode/dotnet-skills, 486 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Idea Generator?

gustavscirulis (a GitHub user) maintains it in gustavscirulis/snapgrid, which has 117 GitHub stars. The repository holds 118 skills in this directory. The repository was last updated on April 30, 2026.

Source: gustavscirulis/snapgrid on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.