Agent skill

Business

by leewayworks in 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.

MITAuto-check passedBusiness, Finance & HR

Install Business

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

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

GitHub CLI
$ gh skill install leewayworks/guochuang-gps business --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/business .claude/skills/business && 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
business
GitHub stars
106
Token cost
~612 tokens
SKILL.md length
297 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

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

  • A Guochuang project needs its customer
  • SKILL.md covers Own this work, Separate customer stages, Test the chain and Match the track, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Social-value logic examined

What it does

Business is an agent skill from leewayworks/guochuang-gps. Use when a Guochuang project needs its customer, market, transaction, pricing, finance, delivery, scale, risk or social-value logic examined.

Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. 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

  • A Guochuang project needs its customer
  • Social-value logic examined

Example prompts

  • “/business”

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

Business loads about 612 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 297 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~612

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). 297 words, ~612 tokens.

Download SKILL.mdSave it as .claude/skills/business/SKILL.md (or your agent's skills folder).
name
business
description
Use when a Guochuang project needs its customer, market, transaction, pricing, finance, delivery, scale, risk or social-value logic examined.

Business

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

Build the commercial or operating case from a named user, a measurable problem and a traceable delivery path. Keep facts, estimates and questions in different fields.

Own this work

Own customer evidence, market method, transaction stage, pricing, unit economics, delivery, scale and downside risk. positioning owns the final opportunity statement and selling-point ranking.

Separate customer stages

Use the highest stage supported by an inspectable record:

none -> contact -> intent -> pilot -> contract -> paid -> repeat

Do not treat an intention, logo, pilot or forecast as revenue. Record buyer, user and beneficiary separately when they are different.

Test the chain

customer and job -> pain evidence -> product outcome -> willingness to pay or funding -> channel -> price -> unit economics -> delivery -> repeatability -> risk

For each number record value, unit, period, assumption, source, status and owner. A bottom-up market estimate shows reachable customer count, adoption assumption, price and period. Label public market data verified_fact, calculations derived_estimate, and untested statements hypothesis.

Match the track

  • Higher main: close the loop with the customer, transaction and industry value.
  • Red-tour: close the loop with beneficiary change, funding or operating continuity, delivery cost and replication boundary.
  • Industry enterprise proposition: start from the enterprise requirement, constraints, deliverables and acceptance criteria. Generic market size cannot replace command fit.
  • Results transfer: show the route from research output to product, buyer, economics and continued delivery.

Audit

Check competitor comparability, pricing basis, gross-margin bridge, cash needs, financing use, entity and equity facts, customer concentration, repeat use and downside cases. Never invent a market size, order, customer, revenue, margin or policy requirement.

Deliver

Return a one-page operating model, customer-stage ledger, verified market facts, opportunity hypotheses, research tasks, unit-economics bridge and a risk register with triggers and owners.

© 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

Just SKILL.md in skills/business of leewayworks/guochuang-gps.

Open the folder on GitHubat commit 07892d1

Compare with similar skills

Business 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.

Business compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Business this skillleewayworks/guochuang-gps106—~612Automated safety check: PassMIT
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

Similar skills

  • Technical Analyst

    tradermonty/claude-trading-skills

    This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.

    3k GitHub starsUsed in 4 repos~4.6k tokens
    Business, Finance & HRAuto-check passed
  • Theme Detector

    tradermonty/claude-trading-skills

    Detect and analyze trending market themes across sectors. An agent skill from tradermonty/claude-trading-skills.

    3k GitHub starsUsed in 2 repos~4.9k tokens
    Business, Finance & HRAuto-check passed
  • Creating Financial Models

    Chen-zexi/open-ptc-agent

    This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

    729 GitHub starsUsed in 3 repos~1.3k tokens
    Business, Finance & HRAuto-check passed
  • Stock API

    zhangxiangliang/stock-api

    Fetch real-time stock quotes, K-line (candlestick) history, and search symbols for China A-shares, Hong Kong, and US markets.

    2k GitHub stars~507 tokensUpdated today
    Business, Finance & HRAuto-check passed
  • Itr Wala

    karanb192/itr-wala

    File Indian income tax returns (ITR) for FY 2025-26 / AY 2026-27.

    871 GitHub stars~3.6k tokensUpdated 5 days ago
    Business, Finance & HRAuto-check passed
  • Tushare Data

    zillionare/zillionare

    面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求,转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。

    321 GitHub starsUsed in 2 repos~2.3k tokens
    Business, Finance & HRAuto-check passed

More from leewayworks/guochuang-gps

All 9 skills in this repo
  • Deck

    leewayworks/guochuang-gps

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

    106 GitHub stars~546 tokensUpdated 1 mo ago
    Auto-check passed
  • 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
    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 Business

What does Business do?

A skill your agent uses when a Guochuang project needs its customer, market, transaction, pricing, finance, delivery, scale, risk or social-value logic examined. Business is an agent skill from leewayworks/guochuang-gps. Use when a Guochuang project needs its customer, market, transaction, pricing, finance, delivery, scale, risk or social-value logic examined.

When should I use Business?

Business fits situations like: A Guochuang project needs its customer; social-value logic examined.

How do I install Business in Claude Code?

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

How do I install Business in Codex?

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

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

What does Business need to run?

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

Does Business 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 Business 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 Business use?

Business 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 Business use?

About 612 tokens (SKILL.md is roughly 2.4k 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 Business?

Skills that share tags, products or a category with Business: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Business?

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.