Agent skill

Navigator

by leewayworks in 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.

MITAuto-check passedBusiness, Finance & HR

Install Navigator

skills CLI

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

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

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator --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/navigator .claude/skills/navigator && 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/

Paste into Claude Code

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .claude/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add leewayworks/guochuang-gps --skill navigator -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/navigator .agents/skills/navigator && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .agents/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add leewayworks/guochuang-gps --skill navigator -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/navigator .cursor/skills/navigator && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .cursor/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/leewayworks/guochuang-gps.git --path skills/navigator

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add leewayworks/guochuang-gps --skill navigator -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/navigator .gemini/skills/navigator && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .gemini/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add leewayworks/guochuang-gps --skill navigator -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/navigator .github/skills/navigator && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .github/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add leewayworks/guochuang-gps --skill navigator -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install leewayworks/guochuang-gps navigator --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/leewayworks/guochuang-gps.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/navigator .opencode/skills/navigator && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "navigator" agent skill from https://github.com/leewayworks/guochuang-gps/tree/main/skills/navigator into .opencode/skills/navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigator", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: navigator
GitHub stars: 106
Token cost: ~1.3k tokens
SKILL.md length: 668 words
Files: 4 (incl. references)
Skills in repo: 9
Repo updated: Aug 13, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

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.

Works in 4 steps: Inventory the files in scope. Record… → Extract only supported facts about… → Separate verified, user_asserted,… → …
A user asks for a GPS review of a Guochuang project folder
SKILL.md covers Choose a mode, Inspect before asking, Route by primary intent and Lock rules and evidence, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Navigator is an agent skill from leewayworks/guochuang-gps. Use 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.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/material-schema.md`, `references/rubrics-2025.json` and `references/rules-2026.md`).

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 user asks for a GPS review of a Guochuang project folder
Wants a readiness diagnosis and next-step plan

Example prompts

“/navigator”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Inventory the files in scope. Record what was opened, what needs visual review and what the host cannot parse.
Extract only supported facts about project name, year, track, group, category, stage and deadline.
Separate verified, user_asserted, inferred_for_routing and unknown.
Ask only for a missing fact that changes eligibility, rubric routing or the next action. Continue read-only inspection while an answer is…

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

Navigator loads about 1.3k tokens when it runs, and up to ~5.1k if it reads all its reference files. Until then it costs about 43 tokens; SKILL.md has 668 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~43
When it runs · the whole SKILL.md, loaded when a task matches: ~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~5.1k

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). 668 words, ~1,276 tokens.

Download SKILL.mdSave it as .claude/skills/navigator/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: navigator
description: Use 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.

GPS navigator

Act as the user-facing coordinator for GPS. Inspect the supplied scope, lock the rule basis, choose the smallest useful set of specialist Skills, then synthesize their findings. Do not replace specialist judgment with a generic review.

Apply the shared policies in gps-common. Load only the references needed for the current route.

Choose a mode

Mode	Use it when	Output
Full diagnosis	The user supplies a project folder or asks for an overall strategy, advantages and rubric gaps	Eleven-section report below
Quick triage	Materials are thin or the deadline is close	Rule basis, strongest supported point, largest blocker and next three actions
Narrow specialist	The user asks only about positioning, innovation, market, evidence, proposal, deck or defense	The owning Skill's adaptive contract, without padding it into a full report

Inspect before asking

Inventory the files in scope. Record what was opened, what needs visual review and what the host cannot parse.
Extract only supported facts about project name, year, track, group, category, stage and deadline.
Separate verified, user_asserted, inferred_for_routing and unknown.
Ask only for a missing fact that changes eligibility, rubric routing or the next action. Continue read-only inspection while an answer is pending.

Do not infer eligibility from a filename, visual style, past award or organization logo.

Route by primary intent

Primary intent	Owner	Required companion
Overall review, rule lock, synthesis	`navigator`	`evidence`
Essence, core advantages, selling points, innovation framing, market opportunity	`positioning`	`evidence`; add `innovation` or `business` when needed
Technical novelty, baseline and validation	`innovation`	`evidence`
Customer, transaction, finance and scale	`business`	`evidence`
Claim audit and contradictions	`evidence`	none
Project book	`proposal`	`evidence` when claims are reviewed
Slides	`deck`	`evidence` when claims are reviewed
Questions and rehearsal	`defense`	`evidence` for answer cards

If two Skills could own the task, route by the requested deliverable. positioning owns what the project should be known for. innovation tests a technical claim. business tests the transaction and delivery logic.

Lock rules and evidence

Read references/rules-2026.md for the current notice boundary and references/rubrics-2025.json for the seven supported scoring cards. Resolve year + track + group before producing rubric alignment.

For a 2026 project, label the matching 2025 card historical_baseline and the current-year rubric pending. For 2025, label that card official_hard. If the route is unknown, ask a routing question and do not score.

Normalize materials with references/material-schema.md. A local evidence path earns no credit until the file exists relative to the project data file and is inspected. A number also needs a claim link and locator or condition.

Run scripts/gps_score.py only after the route and normalized fields are available. Report rubric_alignment_score, GPS readiness, evidence coverage, gates, caps and source status separately. These are preparation diagnostics, not judging results.

Show full SKILL.md (220 more words)Show less

Full diagnosis contract

Use exactly these headings for a full diagnosis:

Snapshot
Eligibility and rubric basis
Project essence
Core advantages
Top 3 selling points
Innovation and opportunity
Rubric gap matrix
MAP ledger summary
GOLD gap
Next 3 actions
Open questions

Tag each material conclusion as verified, supported, conditional, hypothesis, missing or contradicted. If fewer than three selling points are defensible, show the empty slots and the evidence needed to fill them.

Each next action uses owner + artifact + due date + acceptance check. If the deadline is within 72 hours, prefer a rescue plan that protects eligibility, the strongest claim and the answer evidence.

Saved report naming

Follow the saved Markdown report rules in gps-common. Use the full-diagnosis, quick-triage or specialist filename for the selected mode. A user-supplied filename or destination always takes precedence.

Hard stops

Do not create a number, customer result, patent status, experiment result or team contribution.
Do not call a performance result an innovation without the changed mechanism and comparison baseline.
Do not turn a historical case, old scoring card or training slide into a current rule.
Do not use award names as readiness bands or claim that GPS predicts an award.
Do not copy or commit user project materials without explicit permission.

References: references/rules-2026.md, references/material-schema.md, references/rubrics-2025.json.

Files

SKILL.md and 3 other files (references) in skills/navigator of leewayworks/guochuang-gps.

SKILL.md
references/material-schema.md
references/rubrics-2025.json
references/rules-2026.md

Open the folder on GitHubat commit 07892d1

Compare with similar skills

Navigator 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.

Navigator compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Navigator this skillleewayworks/guochuang-gps	106	—	~1.3k	Automated safety check: Pass	MIT	1 mo ago
Technical Analysttradermonty/claude-trading-skills	3k	4 repos	~4.6k	Automated safety check: Pass	MIT	today
Theme Detectortradermonty/claude-trading-skills	3k	2 repos	~4.9k	Automated safety check: Pass	MIT	today
Creating Financial ModelsChen-zexi/open-ptc-agent	729	3 repos	~1.3k	Automated safety check: Pass	MIT	8 mo ago
Stock APIzhangxiangliang/stock-api	2k	—	~507	Automated safety check: Pass	MIT	yesterday
Itr Walakaranb192/itr-wala	871	—	~3.6k	Automated safety check: Pass	MIT	6 days ago

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 yesterday
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 6 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。
322 GitHub starsUsed in 2 repos~2.3k tokens
Business, Finance & HRAuto-check passed

Questions about Navigator

What does Navigator do?

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. Navigator is an agent skill from leewayworks/guochuang-gps. Use 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.

When should I use Navigator?

Navigator fits situations like: A user asks for a GPS review of a Guochuang project folder; wants a readiness diagnosis and next-step plan.

How do I install Navigator in Claude Code?

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

How do I install Navigator in Codex?

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

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

What does Navigator need to run?

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

Does Navigator 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 Navigator 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 Navigator use?

Navigator 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 Navigator use?

About 1.3k tokens (SKILL.md is roughly 5.1k 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 3.8k tokens, read only when the agent opens those files.

What are the alternatives to Navigator?

Skills that share tags, products or a category with Navigator: 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 Navigator?

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.

Install Navigator

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

GPS navigator

Choose a mode

Inspect before asking

Route by primary intent

Lock rules and evidence

Full diagnosis contract

Saved report naming

Hard stops

Files

Compare with similar skills

Similar skills

More from leewayworks/guochuang-gps

Related

Questions about Navigator