MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
迭代收敛（太虚二转·澄源）：链式分析自动循环至稳定。触发词: 收敛, 黑格尔, hegel. An agent skill from fainshare/Liam-Skills.
Install Hegel
$ npx skills add fainshare/Liam-Skills --skill hegel -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fainshare/Liam-Skills hegel --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/fainshare/Liam-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hegel .claude/skills/hegel && 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 "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .claude/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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/fainshare/Liam-Skills/tree/main/skills/hegelType 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 fainshare/Liam-Skills --skill hegel -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fainshare/Liam-Skills hegel --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fainshare/Liam-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/hegel .agents/skills/hegel && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .agents/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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 fainshare/Liam-Skills --skill hegel -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fainshare/Liam-Skills hegel --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fainshare/Liam-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/hegel .cursor/skills/hegel && 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 "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .cursor/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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/fainshare/Liam-Skills.git --path skills/hegel--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 fainshare/Liam-Skills --skill hegel -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fainshare/Liam-Skills hegel --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fainshare/Liam-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/hegel .gemini/skills/hegel && 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 "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .gemini/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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 fainshare/Liam-Skills hegelInstalls 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 fainshare/Liam-Skills --skill hegel -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/fainshare/Liam-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/hegel .github/skills/hegel && 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 "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .github/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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 fainshare/Liam-Skills --skill hegel -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install fainshare/Liam-Skills hegel --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fainshare/Liam-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/hegel .opencode/skills/hegel && 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 "hegel" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/hegel into .opencode/skills/hegel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hegel", 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
hegel- GitHub stars
- 113
- Token cost
- ~2.7k tokens
- SKILL.md length
- 580 words
- Files
- 38 (incl. scripts, references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
迭代收敛（太虚二转·澄源）：链式分析自动循环至稳定。触发词: 收敛, 黑格尔, hegel. An agent skill from fainshare/Liam-Skills.
- Works in 12 steps: 定位 → S0-S7 管线 → S0 — 前置检查 & 初始化 → …
- Agent Workflows work in your project
- SKILL.md covers 概述, 1. 定位, 2. S0-S7 管线 and 3. S0 — 前置检查 & 初始化, plus 4 more sections
- Calls python3
What it does
Hegel is an agent skill from fainshare/Liam-Skills. 迭代收敛（太虚二转·澄源）：链式分析自动循环至稳定。触发词: 收敛, 黑格尔, hegel. Iterative convergence (太虚二转·澄源): chain analyses into auto-cycling pipeline until stable. Use when user says "收敛", "黑格尔", "hegel", "帮我盘一下".
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 40 other files, including scripts and reference files (for example `evals/dev-cases.json`, `prompts/claim-extract-architecture-decision.md` and `prompts/claim-extract-code.md`).
It sits in Agent Workflows.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/hegel”
Requirements
- Python 3
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- 定位
- S0-S7 管线
- S0 — 前置检查 & 初始化
- S1 — 定界
- S2 — 发现（断言提取）
- S3 — 校准
- S4 — 挑战（偏差审查）
- S5 — 深化
- 底线门禁系统
- S6 — 收敛判定
- S7 — 报告 + 漂移检查
- 不确定性路由速查
What it can do on your machine
Read from SKILL.md and the folder at commit 931ecc9. 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.
Shell commands in SKILL.md call:
python3
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
Hegel loads about 2.7k tokens when it runs, and up to ~53k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 580 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 580 words (~2,748 tokens).
- name
- hegel
- display_name
- 太虚二转 · 澄源（黑格尔）
- visibility
- public
- version
- 2.4.0
- last_updated
- 2026-07-04
- author
- fengling
- status
- active
- tags
- [hegel, convergence, bayes, feynman, iterative-analysis, lens]
- triggers
- - hegel - 黑格尔 - 太虚二转 - 澄源 - 收敛 - 收敛一下 - 深度分析 - 收敛分析 - 帮我盘一下 - 全面审查 - 迭代分析 - /hegel
- dependencies
- skills: - bayes # S3 calibrate / S5 verify - feynman # S4 偏差审查 / S5 R2 optional_skills: - debono # S7 归真对冲检查（防批判致死） - code-review-skill # code lens 快速路径…
- metadata
- visibility: public
Files
SKILL.md and 37 other files (scripts, references) in skills/hegel of fainshare/Liam-Skills.
- SKILL.md
- evals/dev-cases.json
- prompts/claim-extract-architecture-decision.md
- prompts/claim-extract-code.md
- prompts/claim-extract-core.md
- prompts/claim-extract-ideation.md
- prompts/claim-extract-investment.md
- prompts/claim-extract-retrospective.md
- references/architecture-target-type.md
- references/brainstorm-sections.md
- references/convergence-criteria.md
- references/design-decisions.md
- references/html-rendering.md
- references/lens-architecture-decision.md
- references/lens-code.md
- references/lens-ideation.md
- references/lens-interface.md
- references/lens-investment.md
- … and 20 more
Open the folder on GitHubat commit 931ecc9
Compare with similar skills
Hegel 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 |
|---|---|---|---|---|---|---|
| Hegel this skillfainshare/Liam-Skills | 113 | — | ~2.7k | Automated safety check: Pass | None | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Hook Development for Claude Code Plugins
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Using Superpowers
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Executing Plans Inline
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
- Official
Claude Code Agent Development
anthropics/claude-plugins-official
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- Official
Skill Creator
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Create new skills, modify and improve existing skills, and measure skill performance.
More from fainshare/Liam-Skills
All 8 skills in this repoBayes
fainshare/Liam-Skills
Verify（验证·太虚三转·叩实）: decompose conclusion → testable predictions → external data validation.
Feynman
fainshare/Liam-Skills
Audit（审查·太虚四转·破妄）: six self-deception principles via blind sub-agent.
Osborn
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发散思维（太虚一转·散怀）：想法量、SCAMPER、Stakeholder轮转。触发词: 发散, 开脑洞, 奥斯本. An agent skill from fainshare/Liam-Skills.
Socrates
fainshare/Liam-Skills
Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence.
Debono
fainshare/Liam-Skills
Recover（归真·太虚五转）：被过度批判命题的最强存活论证。触发词：归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono.
Taixu Debate
fainshare/Liam-Skills
五角色四轮混合盲辩压测：奥斯本/黑格尔/贝叶斯/费曼/德博诺（发散/收敛/验证/审查/归真） 对高 stakes 命题（投资决策/战略选择/认知求真）对撞辩论，产出辩论精华 + 三区（共识/分歧/未决）+ 综合判断。
Related
Categories
Questions about Hegel
What does Hegel do?
迭代收敛（太虚二转·澄源）：链式分析自动循环至稳定。触发词: 收敛, 黑格尔, hegel. An agent skill from fainshare/Liam-Skills. Hegel is an agent skill from fainshare/Liam-Skills. 迭代收敛（太虚二转·澄源）：链式分析自动循环至稳定。触发词: 收敛, 黑格尔, hegel.
When should I use Hegel?
Hegel fits situations like: agent Workflows work in your project.
How do I install Hegel in Claude Code?
Run `npx skills add fainshare/Liam-Skills --skill hegel -a claude-code`. Or copy the skill folder (skills/hegel in fainshare/Liam-Skills) into .claude/skills/hegel in your project. Claude Code loads it when a task matches its description.
How do I install Hegel in Codex?
Run `npx skills add fainshare/Liam-Skills --skill hegel -a codex`. Or copy the skill folder (skills/hegel in fainshare/Liam-Skills) into .agents/skills/hegel in your project. Codex loads it when a task matches its description.
Can I use Hegel 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 fainshare/Liam-Skills --skill hegel -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hegel, .gemini/skills/hegel, .github/skills/hegel and .opencode/skills/hegel in your project.
What does Hegel need to run?
Going by SKILL.md and its folder, Hegel needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Hegel 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 Hegel 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 Hegel use?
No licence was found for Hegel or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hegel use?
About 2.7k tokens (SKILL.md is roughly 11k 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 51k tokens, read only when the agent opens those files.
What are the alternatives to Hegel?
Skills that share tags, products or a category with Hegel: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hegel?
fainshare (a GitHub user) maintains it in fainshare/Liam-Skills, which has 113 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 12, 2026.
Source: fainshare/Liam-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.