Agent skill

Gps Common

by leewayworks in 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.

MITAuto-check passedBusiness, Finance & HR

Install Gps Common

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

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

GitHub CLI
$ gh skill install leewayworks/guochuang-gps gps-common --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/gps-common .claude/skills/gps-common && 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
gps-common
GitHub stars
106
Token cost
~618 tokens
SKILL.md length
288 words
Files
4 (incl. references)
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

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

  • Works in 4 steps: Read references/routing.yaml to select… → Read references/source-registry.yaml… → Read references/output-language.md… → …
  • Wording a GPS diagnosis that involves track alignment
  • SKILL.md covers Owns, Does not own, Apply and Saved Markdown reports
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gps Common is an agent skill from leewayworks/guochuang-gps. Use when routing, sourcing, or wording a GPS diagnosis that involves track alignment, evidence status, historical comparisons, or readiness conclusions.

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/output-language.md`, `references/routing.yaml` and `references/source-registry.yaml`).

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

  • Wording a GPS diagnosis that involves track alignment
  • Evidence status
  • Historical comparisons
  • Readiness conclusions

Example prompts

  • “/gps-common”

Workflow steps

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

  1. Read references/routing.yaml to select full_diagnosis, quick_triage, or narrow_specialist; respect the owner boundary and required passes.
  2. Read references/source-registry.yaml before treating a rule, rubric, or historical material as authoritative.
  3. Read references/output-language.md before stating any conclusion, score interpretation, or readiness result.
  4. When a Markdown report is saved, apply the naming rules below. Preserve a filename and destination explicitly requested by the user.

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

Gps Common loads about 618 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 288 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~618
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.6k

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). 288 words, ~618 tokens.

Download SKILL.mdSave it as .claude/skills/gps-common/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
gps-common
description
Use when routing, sourcing, or wording a GPS diagnosis that involves track alignment, evidence status, historical comparisons, or readiness conclusions.

GPS Common Governance

This is a shared governance layer, not a user-facing review Skill. It keeps routing, source authority, and claim language consistent across GPS passes.

Owns

  • Review mode selection and pass boundaries.
  • Source hierarchy, 2025 fallback provenance, and source conflicts.
  • Status vocabulary and non-predictive readiness language.
  • Saved report names and collision handling.

Does not own

  • Project intake or final synthesis (navigator).
  • Essence, advantages, selling points, opportunity, or case-pattern transfer (positioning).
  • Claim inspection (evidence), technical validation (innovation), business judgment (business), or deterministic scoring.

Apply

  1. Read references/routing.yaml to select full_diagnosis, quick_triage, or narrow_specialist; respect the owner boundary and required passes.
  2. Read references/source-registry.yaml before treating a rule, rubric, or historical material as authoritative.
  3. Read references/output-language.md before stating any conclusion, score interpretation, or readiness result.
  4. When a Markdown report is saved, apply the naming rules below. Preserve a filename and destination explicitly requested by the user.

Saved Markdown reports

Return results in the conversation unless the user asks for a file. When saving without an explicit filename, use these defaults:

Review typeDefault filename
Full diagnosis<project-name>-GPS评审.md
Quick triage<project-name>-GPS初评.md
Narrow specialist<project-name>-<topic>评审.md

Use the project name stated by the user or supported by inspected materials. If it is unavailable, use the sanitized project-directory name; if that is also unavailable, use 项目. Keep Unicode names. Replace Windows-reserved filename characters (< > : " / \ | ? *) and control characters with -, collapse repeated separators, and remove trailing spaces or periods.

Do not overwrite an existing report unless the user asks. Append -02, -03 and so on. Suggested specialist topics are 定位, 创新, 市场, 证据, 项目书, PPT and 答辩.

Keep source level, rubric status, and claim status separate. A 2025 rubric may be an official source for 2025 and only a historical_baseline for a 2026 diagnosis.

© 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 3 other files (references) in skills/gps-common of leewayworks/guochuang-gps.

  • SKILL.md
  • references/output-language.md
  • references/routing.yaml
  • references/source-registry.yaml

Open the folder on GitHubat commit 07892d1

Compare with similar skills

Gps Common 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.

Gps Common compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gps Common this skillleewayworks/guochuang-gps106—~618Automated safety check: PassMIT
Technical Analysttradermonty/claude-trading-skills3k5 repos~4.6kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7294 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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More from leewayworks/guochuang-gps

All 9 skills in this repo
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  • Navigator

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  • Positioning

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  • Proposal

    leewayworks/guochuang-gps

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  • Business

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  • Defense

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Questions about Gps Common

What does Gps Common do?

A skill your agent uses when routing, sourcing, or wording a GPS diagnosis that involves track alignment, evidence status, historical comparisons, or readiness conclusions. Gps Common is an agent skill from leewayworks/guochuang-gps. Use when routing, sourcing, or wording a GPS diagnosis that involves track alignment, evidence status, historical comparisons, or readiness conclusions.

When should I use Gps Common?

Gps Common fits situations like: wording a GPS diagnosis that involves track alignment; evidence status; historical comparisons; readiness conclusions.

How do I install Gps Common in Claude Code?

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

How do I install Gps Common in Codex?

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

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

What does Gps Common need to run?

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

Does Gps Common 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 Gps Common 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 Gps Common use?

Gps Common 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 Gps Common use?

About 618 tokens (SKILL.md is roughly 2.5k 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 2k tokens, read only when the agent opens those files.

What are the alternatives to Gps Common?

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

Who maintains Gps Common?

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.