Agent skill

Defense

by leewayworks in 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.

MITAuto-check passedBusiness, Finance & HR

Install Defense

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

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

GitHub CLI
$ gh skill install leewayworks/guochuang-gps defense --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/defense .claude/skills/defense && 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
defense
GitHub stars
106
Token cost
~533 tokens
SKILL.md length
291 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

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.

  • Simulating Guochuang roadshows
  • SKILL.md covers Question matrix, Answer card, Scoring the drill and Drill modes
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Expert questions

What it does

Defense is an agent skill from leewayworks/guochuang-gps. Use when simulating Guochuang roadshows, expert questions, rebuttals, speaker scripts, or a final readiness drill for school, provincial, or national rounds.

Its SKILL.md is about 530 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

  • Simulating Guochuang roadshows
  • Expert questions
  • Speaker scripts
  • A final readiness drill for school

Example prompts

  • “/defense”

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

Defense loads about 533 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 291 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
~533

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). 291 words, ~533 tokens.

Download SKILL.mdSave it as .claude/skills/defense/SKILL.md (or your agent's skills folder).
name
defense
description
Use when simulating Guochuang roadshows, expert questions, rebuttals, speaker scripts, or a final readiness drill for school, provincial, or national rounds.

Defense

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

Rehearse the questions that can change a reviewer's decision. Challenge the strongest claim and the weakest proof. Answers must come from records, not improvised facts.

Question matrix

Generate questions across need, method, novelty, measurement, customer, economics, IP, team contribution, risk and social value.

Add track questions for red-tour field impact, industry command fit and demonstrator, vocational practice, or sprout autonomy. Add stage pressure for school review, provincial review and national final.

Answer card

Use this order:

direct answer -> evidence pointer -> boundary or limitation -> next action.

Each card also records severity, speaker, screen_evidence, verification_owner and verification_date. If the team does not know, say what is unknown and give a check owner and date. Never hide a material risk or coach a fabricated answer.

Scoring the drill

Score each answer from 0 to 2 on:

  • Clarity: the first sentence answers the question.
  • Evidence: the pointer can be opened or shown.
  • Ownership: the student explains their own work.
  • Boundary: limitations and conditions are stated.

A score of 6 or less is a revision item. A missing source or integrity issue is a hard stop regardless of fluency.

Drill modes

Return a severity-ranked question set and choose a mode:

  • Script run: timed opening, transitions and close.
  • Interrupt run: stop after each claim and ask for its source.
  • Adversarial run: combine a strong claim, a missing control and a time limit.

Include the local time limit only when supplied by an official or local notice. The output should contain the script, interrupt points, screen evidence list, failed cards and the next rehearsal date. Passing a drill means understandable and auditable. It does not predict an award.

© 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/defense of leewayworks/guochuang-gps.

Open the folder on GitHubat commit 07892d1

Compare with similar skills

Defense 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.

Defense compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Defense this skillleewayworks/guochuang-gps106—~533Automated 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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Questions about Defense

What does Defense do?

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. Defense is an agent skill from leewayworks/guochuang-gps. Use when simulating Guochuang roadshows, expert questions, rebuttals, speaker scripts, or a final readiness drill for school, provincial, or national rounds.

When should I use Defense?

Defense fits situations like: simulating Guochuang roadshows; expert questions; speaker scripts; A final readiness drill for school.

How do I install Defense in Claude Code?

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

How do I install Defense in Codex?

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

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

What does Defense need to run?

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

Does Defense 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 Defense 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 Defense use?

Defense 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 Defense use?

About 533 tokens (SKILL.md is roughly 2.1k 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 Defense?

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

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.