Agent skill

Quick Win Session

by gustavscirulis in gustavscirulis/snapgrid

Generates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention.

Custom licenceAuto-check: notes

Install Quick Win Session

skills CLI
$ npx skills add gustavscirulis/snapgrid --skill quick-win-session -a claude-code

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

GitHub CLI
$ gh skill install gustavscirulis/snapgrid quick-win-session --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/generators/quick-win-session .claude/skills/quick-win-session && 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
quick-win-session
GitHub stars
117
Used in
1 other repo
Token cost
~2.3k tokens
SKILL.md length
651 words
Files
2
Skills in repo
118
Repo updated
First seen
Licence
Custom licence

At a glance

Generates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention.

  • Works in 8 steps: Project Context Detection → Existing Onboarding Detection → User State Tracking Detection → …
  • User wants quick win onboarding
  • SKILL.md covers When This Skill Activates, Pre-Generation Checks, Configuration Questions and Generation Process, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Quick Win Session is an agent skill from gustavscirulis/snapgrid. Generates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention. Use when user wants quick win onboarding, time-to-value optimization, or first success moments.

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `templates.md`).

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 wants quick win onboarding
  • Time-to-value optimization
  • First success moments

Example prompts

  • “Use the quick-win-session skill to generate guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention”
  • “/quick-win-session”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion

Workflow steps

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

  1. Project Context Detection
  2. Existing Onboarding Detection
  3. User State Tracking Detection
  4. Read Templates
  5. Create Core Files
  6. Create UI Files
  7. Create Integration File
  8. Determine File Location

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
    • Edit
    • Glob
    • Grep
    • Bash
    • 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 swift).

    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

Quick Win Session loads about 2.3k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 651 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
~2.3k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion

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 651 words (~2,331 tokens).

“Generate a "quick win" session system that guides users to complete a meaningful action within their first 60 seconds. Reduces time-to-value by surfacing the simplest high-impact task, walking the user through it step by step, and celebrating completion. Critical for…”

— opening of SKILL.md by gustavscirulis, Custom licence
name
quick-win-session
allowed-tools
Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .claude/skills/skills/generators/quick-win-session of gustavscirulis/snapgrid.

  • SKILL.md
  • templates.md

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

Quick Win Session 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.

Quick Win Session compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Quick Win Session this skillgustavscirulis/snapgrid1171 repos~2.3kAutomated safety check: NotesCustom licence
Video Generationbytedance/deer-flow83k4 repos~1.4kAutomated safety check: PassMIT
Generatealirezarezvani/claude-skills28k1 repos~1.1kAutomated safety check: PassMIT
Quickstart Guide Generatorjeremylongshore/tons-of-skills-marketplace2.8k—~602Automated safety check: PassMIT
Structured Image Generationbytedance/deer-flow83k5 repos~2.9kAutomated safety check: PassMIT
Process Flow Generatorjeremylongshore/tons-of-skills-marketplace2.8k—~565Automated safety check: PassMIT

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  • Video Generation

    bytedance/deer-flow

    Generates short videos from a structured JSON prompt, optionally guided by a reference image used as the first or last frame.

    83k GitHub starsUsed in 4 repos~1.4k tokens
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  • Generate

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  • Structured Image Generation

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    83k GitHub starsUsed in 5 repos~2.9k tokens
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  • Process Flow Generator

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  • Market Research

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  • Account Deletion

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    Generates an Apple-compliant account deletion flow with multi-step confirmation UI, optional data export, configurable grace period, Keychain cleanup, and server-side deletion request.

    117 GitHub starsUsed in 1 repo~2.5k tokens
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  • Alarmkit

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Questions about Quick Win Session

What does Quick Win Session do?

Generates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention. Quick Win Session is an agent skill from gustavscirulis/snapgrid. Generates guided first-action flows that help users achieve a meaningful result within 60 seconds to boost retention.

When should I use Quick Win Session?

Quick Win Session fits situations like: user wants quick win onboarding; time-to-value optimization; first success moments.

How do I install Quick Win Session in Claude Code?

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

How do I install Quick Win Session in Codex?

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

Can I use Quick Win Session 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 quick-win-session -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quick-win-session, .gemini/skills/quick-win-session, .github/skills/quick-win-session and .opencode/skills/quick-win-session in your project.

What does Quick Win Session need to run?

SKILL.md names no scripts, command-line tools or credentials: Quick Win Session is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion.

Does Quick Win Session 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 Quick Win Session safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Quick Win Session use?

Quick Win Session 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 Quick Win Session use?

About 2.3k tokens (SKILL.md is roughly 9.3k 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 Quick Win Session?

Skills that share tags, products or a category with Quick Win Session: Video Generation (bytedance/deer-flow, 83k stars), Generate (alirezarezvani/claude-skills, 28k stars), Quickstart Guide Generator (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Structured Image Generation (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Quick Win Session?

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.