A skill your agent uses when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence.

MITAuto-check passedBusiness, Finance & HR

Install Deck

skills CLI
$ npx skills add leewayworks/guochuang-gps --skill deck -a claude-code

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

GitHub CLI
$ gh skill install leewayworks/guochuang-gps deck --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/leewayworks/guochuang-gps.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/deck .claude/skills/deck && 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
deck
GitHub stars
106
Token cost
~546 tokens
SKILL.md length
283 words
Files
2 (incl. references)
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence.

  • Rehearsing a Guochuang pitch deck
  • SKILL.md covers Build the sequence, Slide contract, Time cuts and Final QA
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Project-book presentation

What it does

Deck is an agent skill from leewayworks/guochuang-gps. Use when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence.

Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/slide-patterns.md`).

It sits in Business, Finance & HR, covering Slides and decks and Fundraising and pitch decks. The repository describes itself as: GPS (Guochuang Preparation Skills) — A multi-agent AI toolkit for competition planning, proposal review, pitch deck optimization, defense coaching, and award-level assessment. The licence is MIT.

When your agent uses it

  • Rehearsing a Guochuang pitch deck
  • Project-book presentation
  • Slide narrative
  • Visual evidence sequence

Example prompts

  • “/deck”

What it can do on your machine

Read from SKILL.md and the folder at commit 07892d1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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

Deck loads about 546 tokens when it runs, and up to ~741 if it reads all its reference files. Until then it costs about 37 tokens; SKILL.md has 283 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~546
With references · SKILL.md plus every file in references/, read only if the agent opens them
~741

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

The full file from leewayworks/guochuang-gps at commit 07892d1, republished under its MIT licence (© leewayworks). 283 words, ~546 tokens.

Download SKILL.mdSave it as .claude/skills/deck/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
deck
description
Use when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence.

Deck

Apply the shared policies in gps-common. When saving a Markdown report, use the common project-name rule with topic PPT.

Design the deck as a sequence of reviewer decisions. Each slide needs one conclusion, one visual job and one evidence pointer.

Build the sequence

A common technical or venture spine is:

value in one sentence -> real problem -> field finding -> intervention -> mechanism -> baseline and metric -> validation -> user or scene -> alternatives -> IP and student work -> customer and economics -> growth -> social value -> ask.

Change the order when the track demands it. For an industry project, make the chain visible: enterprise question -> response -> demonstrator -> expert questions. For red-tour, show participation and beneficiary change early.

Slide contract

For each page fill: no, purpose, headline, visual, evidence_ids, speaker cue, risk and cut priority.

The headline should state the conclusion, not the topic. Put units, sample size, date and source beside a number. Keep project-book, slide and spoken figures identical. Label image-only pages visual review required; missing extracted text is not proof that a page is empty.

Time cuts

Prepare three versions:

  • Full: the complete argument and supporting proof.
  • Review: remove decorative pages and keep one proof page per major claim.
  • Rescue: keep value, problem, mechanism, strongest result, user evidence, team ownership and the next step.

Never cut the only baseline, limitation or student-contribution evidence. Timing, page count, font and effects are local rules until the 2026 evaluation notice or a school or provincial notice confirms them.

Final QA

Check headline clarity, legibility, source and date, units, number consistency, ownership, privacy, transitions, screen readability and unsupported superlatives. End with the two claims the team wants the reviewer to remember and the evidence that supports each.

See references/slide-patterns.md for historical patterns.

© leewayworks, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/deck of leewayworks/guochuang-gps.

  • SKILL.md
  • references/slide-patterns.md

Open the folder on GitHubat commit 07892d1

Compare with similar skills

Deck 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.

Deck compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Deck this skillleewayworks/guochuang-gps106—~546Automated safety check: PassMIT
Storyline Buildersruthir28/enterprise-ai-skills1481 repos~1.9kAutomated safety check: PassMIT
Replit Decksanqiufong/slides-from-anything1321 repos~2.9kAutomated safety check: PassApache-2.0
HTML Ppt Creatorcigery-useio/useio-skills103—~2.4kAutomated safety check: PassNone
Pitch Deckemotixco/claude-skills-founder495—~1.1kAutomated safety check: PassMIT
Pitch Deckooiyeefei/ccc494—~920Automated safety check: PassMIT

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More from leewayworks/guochuang-gps

All 9 skills in this repo
  • Gps Common

    leewayworks/guochuang-gps

    A skill your agent uses when routing, sourcing, or wording a GPS diagnosis that involves track alignment, evidence status, historical comparisons, or readiness conclusions.

    106 GitHub stars~618 tokensUpdated 1 mo ago
    Auto-check passed
  • Navigator

    leewayworks/guochuang-gps

    A skill your agent uses when a user asks for a GPS review of a Guochuang project folder or materials, needs track or group routing, or wants a readiness diagnosis and next-step plan.

    106 GitHub stars~1.3k tokensUpdated 1 mo ago
    Auto-check passed
  • Positioning

    leewayworks/guochuang-gps

    A skill your agent uses when a Guochuang project needs its essence, core advantages, three selling points, innovation framing, market or beneficiary opportunity, historical-method comparison, or…

    106 GitHub stars~773 tokensUpdated 1 mo ago
    Auto-check passed
  • Proposal

    leewayworks/guochuang-gps

    A skill your agent uses when drafting, restructuring, or auditing a Chinese International College Students' Innovation Competition project book, business plan, executive summary, or claim-to-section…

    106 GitHub stars~661 tokensUpdated 1 mo ago
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  • Business

    leewayworks/guochuang-gps

    A skill your agent uses when a Guochuang project needs its customer, market, transaction, pricing, finance, delivery, scale, risk or social-value logic examined.

    106 GitHub stars~612 tokensUpdated 1 mo ago
    Auto-check passed
  • Defense

    leewayworks/guochuang-gps

    A skill your agent uses when simulating Guochuang roadshows, expert questions, rebuttals, speaker scripts, or a final readiness drill for school, provincial, or national rounds.

    106 GitHub stars~533 tokensUpdated 1 mo ago
    Auto-check passed

Questions about Deck

What does Deck do?

A skill your agent uses when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence. Deck is an agent skill from leewayworks/guochuang-gps. Use when outlining, reviewing, or rehearsing a Guochuang pitch deck, project-book presentation, slide narrative, or visual evidence sequence.

When should I use Deck?

Deck fits situations like: rehearsing a Guochuang pitch deck; project-book presentation; slide narrative; visual evidence sequence.

How do I install Deck in Claude Code?

Run `npx skills add leewayworks/guochuang-gps --skill deck -a claude-code`. Or copy the skill folder (skills/deck in leewayworks/guochuang-gps) into .claude/skills/deck in your project. Claude Code loads it when a task matches its description.

How do I install Deck in Codex?

Run `npx skills add leewayworks/guochuang-gps --skill deck -a codex`. Or copy the skill folder (skills/deck in leewayworks/guochuang-gps) into .agents/skills/deck in your project. Codex loads it when a task matches its description.

Can I use Deck 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 leewayworks/guochuang-gps --skill deck -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deck, .gemini/skills/deck, .github/skills/deck and .opencode/skills/deck in your project.

What does Deck need to run?

SKILL.md names no scripts, command-line tools or credentials: Deck is instructions for the agent only.

Does Deck 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 Deck 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 Deck use?

Deck is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Deck use?

About 546 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 195 tokens, read only when the agent opens those files.

What are the alternatives to Deck?

Skills that share tags, products or a category with Deck: Storyline Builder (sruthir28/enterprise-ai-skills, 148 stars), Replit Deck (sanqiufong/slides-from-anything, 132 stars), HTML Ppt Creator (cigery-useio/useio-skills, 103 stars) and Pitch Deck (emotixco/claude-skills-founder, 495 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Deck?

leewayworks (a GitHub user) maintains it in leewayworks/guochuang-gps, which has 106 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 13, 2026.

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