Transformers
K-Dense-AI/scientific-agent-skills
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks.
用户想要判断一个趋势的走向（强者会不会变弱、弱者有没有翻盘机会），应激活此skill. An agent skill from chinapathbreaker/mao-skill.
No licenceAuto-check passed
Install Maoxuan Contradiction Transformation
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformation --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/f03-矛盾转化法' .claude/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.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/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .claude/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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 install https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95Type 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.
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'skills/f03-矛盾转化法' .agents/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .agents/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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.
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'skills/f03-矛盾转化法' .cursor/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .cursor/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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 https://github.com/chinapathbreaker/mao-skill.git --path 'skills/f03-矛盾转化法'--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'skills/f03-矛盾转化法' .gemini/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.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/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .gemini/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformationInstalls 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).
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/'skills/f03-矛盾转化法' .github/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.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/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .github/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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.
$ npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chinapathbreaker/mao-skill maoxuan-contradiction-transformation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chinapathbreaker/mao-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'skills/f03-矛盾转化法' .opencode/skills/maoxuan-contradiction-transformation && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "maoxuan-contradiction-transformation" agent skill from https://github.com/chinapathbreaker/mao-skill/tree/main/skills/f03-%E7%9F%9B%E7%9B%BE%E8%BD%AC%E5%8C%96%E6%B3%95 into .opencode/skills/maoxuan-contradiction-transformation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maoxuan-contradiction-transformation", 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
maoxuan-contradiction-transformation- GitHub stars
- 131
- Token cost
- ~754 tokens
- SKILL.md length
- 130 words
- Files
- 4
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- None found
At a glance
用户想要判断一个趋势的走向（强者会不会变弱、弱者有没有翻盘机会），应激活此skill. An agent skill from chinapathbreaker/mao-skill.
- Works in 4 steps: 矛盾双方必然相互转化：没有永恒的强者，也没有永恒的弱者 → 强者的"强"中包含着自我瓦解的因素（傲慢、僵化、路径依赖） → 弱者的"弱"中包含着成长的基因（灵活性、危机感、创新压力） → …
- SKILL.md covers R — 原文 (Reading), I — 方法论骨架 (Interpretation), A1 — 书中的应用 (Past Application) and A2 — 触发场景 (Future Trigger) ★, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Maoxuan Contradiction Transformation is an agent skill from chinapathbreaker/mao-skill. 用户想要判断一个趋势的走向（强者会不会变弱、弱者有没有翻盘机会），应激活此skill。 典型信号："这个对手会变弱吗""什么时候反转""现在很困难，什么时候能好"。 不适用于：纯信息查询、日常选择（不需要判断转折点）。 核心判断：强可变弱、弱可变强；识别量变到质变的临界点和催化剂。
Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `test-prompts.json`, `test-results-v2.md` and `test-results.md`).
The repository describes itself as: 使用仓颉.skill蒸馏毛选得到的skill.
Example prompts
- “这个对手会变弱吗”
- “什么时候反转”
- “现在很困难，什么时候能好”
- “/maoxuan-contradiction-transformation”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 矛盾双方必然相互转化：没有永恒的强者，也没有永恒的弱者
- 强者的"强"中包含着自我瓦解的因素（傲慢、僵化、路径依赖）
- 弱者的"弱"中包含着成长的基因（灵活性、危机感、创新压力）
- 转化的条件：量变积累到临界点
What it can do on your machine
Read from SKILL.md and the folder at commit 0c127bd. 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
Maoxuan Contradiction Transformation loads about 754 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 130 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 130 words (~754 tokens).
- name
- maoxuan-contradiction-transformation
- source_book
- 《毛泽东选集》卷3
- source_chapter
- 矛盾论（1937.08）
- tags
- 趋势判断, 动态分析, 战略预判, 量变质变
Files
SKILL.md and 3 other files in skills/f03-矛盾转化法 of chinapathbreaker/mao-skill.
- SKILL.md
- test-prompts.json
- test-results-v2.md
- test-results.md
Open the folder on GitHubat commit 0c127bd
Compare with similar skills
Maoxuan Contradiction Transformation 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Maoxuan Contradiction Transformation this skillchinapathbreaker/mao-skill | 131 | — | ~754 | Automated safety check: Pass | None | |
| TransformersK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.8k | Automated safety check: Notes | Apache-2.0 | |
| Hugging Face Transformers Usagedavila7/claude-code-templates | 33k | 11 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Transformers JSsickn33/agentic-awesome-skills | 47k | 1 repos | ~444 | Automated safety check: Pass | Apache-2.0 | |
| Fp Data Transformssickn33/agentic-awesome-skills | 47k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Transformers.jshuggingface/skills | 11k | 1 repos | ~6.2k | Automated safety check: Pass | Apache-2.0 |
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Questions about Maoxuan Contradiction Transformation
What does Maoxuan Contradiction Transformation do?
用户想要判断一个趋势的走向（强者会不会变弱、弱者有没有翻盘机会），应激活此skill. An agent skill from chinapathbreaker/mao-skill. Maoxuan Contradiction Transformation is an agent skill from chinapathbreaker/mao-skill.
How do I install Maoxuan Contradiction Transformation in Claude Code?
Run `npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a claude-code`. Or copy the skill folder (skills/f03-矛盾转化法 in chinapathbreaker/mao-skill) into .claude/skills/maoxuan-contradiction-transformation in your project. Claude Code loads it when a task matches its description.
How do I install Maoxuan Contradiction Transformation in Codex?
Run `npx skills add chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a codex`. Or copy the skill folder (skills/f03-矛盾转化法 in chinapathbreaker/mao-skill) into .agents/skills/maoxuan-contradiction-transformation in your project. Codex loads it when a task matches its description.
Can I use Maoxuan Contradiction Transformation 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 chinapathbreaker/mao-skill --skill maoxuan-contradiction-transformation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/maoxuan-contradiction-transformation, .gemini/skills/maoxuan-contradiction-transformation, .github/skills/maoxuan-contradiction-transformation and .opencode/skills/maoxuan-contradiction-transformation in your project.
What does Maoxuan Contradiction Transformation need to run?
SKILL.md names no scripts, command-line tools or credentials: Maoxuan Contradiction Transformation is instructions for the agent only.
Does Maoxuan Contradiction Transformation 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 Maoxuan Contradiction Transformation 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 Maoxuan Contradiction Transformation use?
No licence was found for Maoxuan Contradiction Transformation or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Maoxuan Contradiction Transformation use?
About 754 tokens (SKILL.md is roughly 3k 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 Maoxuan Contradiction Transformation?
Skills that share tags, products or a category with Maoxuan Contradiction Transformation: Transformers (K-Dense-AI/scientific-agent-skills, 48k stars), Hugging Face Transformers Usage (davila7/claude-code-templates, 33k stars), Transformers JS (sickn33/agentic-awesome-skills, 47k stars) and Fp Data Transforms (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Maoxuan Contradiction Transformation?
chinapathbreaker (a GitHub user) maintains it in chinapathbreaker/mao-skill, which has 131 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on April 22, 2026.
Source: chinapathbreaker/mao-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.