Agent skill

Yao Gametheory Skill

by yaojingang in yaojingang/yao-open-skills

Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when…

MITAuto-check passedDocuments & Office

Install Yao Gametheory Skill

skills CLI
$ npx skills add yaojingang/yao-open-skills --skill yao-gametheory-skill -a claude-code

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

GitHub CLI
$ gh skill install yaojingang/yao-open-skills yao-gametheory-skill --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/yaojingang/yao-open-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yao-gametheory-skill .claude/skills/yao-gametheory-skill && 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
yao-gametheory-skill
GitHub stars
1.3k
Token cost
~1k tokens
SKILL.md length
339 words
Files
34 (incl. scripts, references)
Skills in repo
16
Repo updated
First seen
Licence
MIT

At a glance

Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when…

  • Works in 8 steps: Convert the request with… → Route through… → Instantiate the combination with… → …
  • Textbook tutoring
  • SKILL.md covers Use This Skill For, Do Not Route Here, Default Workflow and Output Contract, plus 1 more section
  • Generic brainstorming

What it does

Yao Gametheory Skill is an agent skill from yaojingang/yao-open-skills. Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when decisions depend on opponent reactions, credible commitments, signals, payoff/equilibrium logic, historical behavior, dynamic updates, or Markdown/HTML/Word/PDF report export. Do not use for textbook tutoring, proofs, gambling, generic brainstorming, or final legal/financial/regulatory advice.

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 37 other files, including scripts and reference files (for example `README.en.md`, `README.md` and `agents/interface.yaml`).

It sits in Documents & Office, covering Brainstorming and Tutoring and explanations. The repository describes itself as: OpenYao public skills collection: reusable AI assets for decision-making, business analysis, tutorials, research evidence gathering, and document generation. The licence is MIT.

When your agent uses it

  • Textbook tutoring
  • Generic brainstorming
  • Final legal/financial/regulatory advice

Example prompts

  • “/yao-gametheory-skill”

Workflow steps

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

  1. Convert the request with references/intake-contract.md; use references/dynamic-iteration-loop.md for incomplete input or later player moves.
  2. Route through references/framework-catalog.md: select one primary framework and 2-4 secondary lenses.
  3. Instantiate the combination with references/game-model-playbook.md: players, strategies, payoffs, timing, beliefs, and equilibrium logic.
  4. Calibrate player rationality with real historical behavior and experience references before trusting payoff-matrix inference.
  5. Test commitments and signals with references/commitment-signal-checklist.md.
  6. Run references/strategic-hygiene-checklist.md, references/strategy-readiness-loop.md, and references/sensitivity-and-safety.md.
  7. Build framework selection, opponent reactions, payoff matrix, historical behavior calibration, readiness, sensitivity, next information…
  8. Run scripts/generate_report_bundle.py; finalize with references/strategic-report-contract.md and references/report-export-pipeline.md.

What it can do on your machine

Read from SKILL.md and the folder at commit 093996e. 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

    Ships 1 file in scripts/, which the agent can run.

    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

Yao Gametheory Skill loads about 1k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 127 tokens; SKILL.md has 339 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~127
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from yaojingang/yao-open-skills at commit 093996e, republished under its MIT licence (© yaojingang). 339 words, ~1,015 tokens.

Download SKILL.mdSave it as .claude/skills/yao-gametheory-skill/SKILL.md (or your agent's skills folder). This skill also uses 33 other files; get the full folder from GitHub.
name
yao-gametheory-skill
description
Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when decisions depend on opponent reactions, credible commitments, signals, payoff/equilibrium logic, historical behavior, dynamic updates, or Markdown/HTML/Word/PDF report export. Do not use for textbook tutoring, proofs, gambling, generic brainstorming, or final legal/financial/regulatory advice.

Yao Game Theory Skill

Use This Skill For

  • convert CEO-facing strategic interactions into game theory reports
  • choose and combine game theory frameworks from references/framework-catalog.md
  • answer "对手可能怎么反应" and "我们的承诺动作是否可信"
  • use historical behavior and reference-class experience to adjust rationality and commitment probabilities
  • update prior reports when a player makes a new move
  • export synchronized Markdown, HTML, Word/DOCX, and PDF reports

Do Not Route Here

  • game theory homework, theorem proofs, or textbook explanation with no strategic report
  • generic strategy brainstorming where no player can react strategically
  • final legal, financial, investment, antitrust, or regulatory advice
  • manipulative, deceptive, coercive, or unlawful competitive tactics

Default Workflow

  1. Convert the request with references/intake-contract.md; use references/dynamic-iteration-loop.md for incomplete input or later player moves.
  2. Route through references/framework-catalog.md: select one primary framework and 2-4 secondary lenses.
  3. Instantiate the combination with references/game-model-playbook.md: players, strategies, payoffs, timing, beliefs, and equilibrium logic.
  4. Calibrate player rationality with real historical behavior and experience references before trusting payoff-matrix inference.
  5. Test commitments and signals with references/commitment-signal-checklist.md.
  6. Run references/strategic-hygiene-checklist.md, references/strategy-readiness-loop.md, and references/sensitivity-and-safety.md.
  7. Build framework selection, opponent reactions, payoff matrix, historical behavior calibration, readiness, sensitivity, next information, and update triggers.
  8. Run scripts/generate_report_bundle.py; finalize with references/strategic-report-contract.md and references/report-export-pipeline.md.

Output Contract

  • Produce an executive strategy report, not a theory lecture.
  • Put the recommendation, opponent reaction forecast, and credible-commitment call before technical sections.
  • Mark payoffs, probabilities, and assumptions as observed, estimated, or assumed.
  • Include frameworks, payoff matrix, reactions, equilibria, historical rationality calibration, commitment/signal checks, readiness, sensitivity, next information, update log, triggers, and caveats.
  • Default language is Simplified Chinese; generate PDF automatically when possible, otherwise keep HTML print-ready.

Reference Map

  • references/intake-contract.md: request-to-game-brief conversion
  • references/framework-catalog.md: game theory framework library and AI application router
  • references/game-model-playbook.md: players, strategies, payoffs, timing, equilibrium reasoning
  • references/commitment-signal-checklist.md: credibility and signal-quality checks
  • references/dynamic-iteration-loop.md: multi-turn and opponent-update loop
  • references/strategy-readiness-loop.md: readiness score and remaining-gap loop
  • references/strategic-hygiene-checklist.md: strategic assumption hygiene checks
  • references/sensitivity-and-safety.md: stress tests and safety boundaries
  • references/strategic-report-contract.md: required report sections and schema alignment
  • references/report-export-pipeline.md: artifact generation and print/PDF rules
  • scripts/generate_report_bundle.py: report builder and exporter
  • templates/report.schema.json: structured report schema
  • evals/trigger_cases.json: route positives, negatives, and near-neighbor cases

© yaojingang, 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 33 other files (scripts, references) in skills/yao-gametheory-skill of yaojingang/yao-open-skills.

  • SKILL.md
  • README.en.md
  • README.md
  • agents/interface.yaml
  • evals/semantic_config.json
  • evals/trigger_cases.json
  • input/opponent_update.template.json
  • input/price_war_case.json
  • manifest.json
  • references/commitment-signal-checklist.md
  • references/dynamic-iteration-loop.md
  • references/framework-catalog.md
  • references/game-model-playbook.md
  • references/intake-contract.md
  • references/report-export-pipeline.md
  • references/sensitivity-and-safety.md
  • references/strategic-hygiene-checklist.md
  • … and 17 more

Open the folder on GitHubat commit 093996e

Compare with similar skills

Yao Gametheory Skill 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.

Yao Gametheory Skill compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Yao Gametheory Skill this skillyaojingang/yao-open-skills1.3k—~1kAutomated safety check: PassMIT
Gsd Exploreopen-gsd/gsd-core10k2 repos~176Automated safety check: NotesMIT
BrainstormingxenitV1/Antigravity-Workflows130—~1.1kAutomated safety check: PassMIT
Socratic BrainstormTheBeardedBearSAS/claude-craft107—~1.2kAutomated safety check: PassMIT
Brainstorminged3dai/ed3d-plugins2501 repos~4.3kAutomated safety check: PassNone
Brainstormandrew-yangy/gru-ai155—~3.2kAutomated safety check: PassMIT

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Questions about Yao Gametheory Skill

What does Yao Gametheory Skill do?

Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when…. Yao Gametheory Skill is an agent skill from yaojingang/yao-open-skills. Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when decisions depend on opponent reactions, credible commitments, signals, payoff/equilibrium logic, historical behavior, dynamic updates, or Markdown/HTML/Word/PDF report export.

When should I use Yao Gametheory Skill?

Yao Gametheory Skill fits situations like: textbook tutoring; generic brainstorming; final legal/financial/regulatory advice.

How do I install Yao Gametheory Skill in Claude Code?

Run `npx skills add yaojingang/yao-open-skills --skill yao-gametheory-skill -a claude-code`. Or copy the skill folder (skills/yao-gametheory-skill in yaojingang/yao-open-skills) into .claude/skills/yao-gametheory-skill in your project. Claude Code loads it when a task matches its description.

How do I install Yao Gametheory Skill in Codex?

Run `npx skills add yaojingang/yao-open-skills --skill yao-gametheory-skill -a codex`. Or copy the skill folder (skills/yao-gametheory-skill in yaojingang/yao-open-skills) into .agents/skills/yao-gametheory-skill in your project. Codex loads it when a task matches its description.

Can I use Yao Gametheory Skill 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 yaojingang/yao-open-skills --skill yao-gametheory-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yao-gametheory-skill, .gemini/skills/yao-gametheory-skill, .github/skills/yao-gametheory-skill and .opencode/skills/yao-gametheory-skill in your project.

What does Yao Gametheory Skill need to run?

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

Does Yao Gametheory Skill 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 Yao Gametheory Skill 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Yao Gametheory Skill use?

Yao Gametheory Skill 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 Yao Gametheory Skill use?

About 1k tokens (SKILL.md is roughly 4.1k 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 13k tokens, read only when the agent opens those files.

What are the alternatives to Yao Gametheory Skill?

Skills that share tags, products or a category with Yao Gametheory Skill: Gsd Explore (open-gsd/gsd-core, 10k stars), Brainstorming (xenitV1/Antigravity-Workflows, 130 stars), Socratic Brainstorm (TheBeardedBearSAS/claude-craft, 107 stars) and Brainstorming (ed3dai/ed3d-plugins, 250 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Yao Gametheory Skill?

yaojingang (a GitHub user) maintains it in yaojingang/yao-open-skills, which has 1,323 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on August 28, 2026.

Source: yaojingang/yao-open-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.