Perplexity Web Search
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence.
Install Socrates
$ npx skills add fainshare/Liam-Skills --skill socrates -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fainshare/Liam-Skills socrates --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/socrates .claude/skills/socrates && 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 "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .claude/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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/socratesType 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 socrates -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fainshare/Liam-Skills socrates --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/socrates .agents/skills/socrates && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .agents/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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 socrates -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fainshare/Liam-Skills socrates --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/socrates .cursor/skills/socrates && 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 "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .cursor/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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/socrates--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 socrates -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fainshare/Liam-Skills socrates --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/socrates .gemini/skills/socrates && 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 "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .gemini/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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 socratesInstalls 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 socrates -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/socrates .github/skills/socrates && 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 "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .github/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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 socrates -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 socrates --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/socrates .opencode/skills/socrates && 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 "socrates" agent skill from https://github.com/fainshare/Liam-Skills/tree/main/skills/socrates into .opencode/skills/socrates/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socrates", 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
socrates- GitHub stars
- 113
- Token cost
- ~2.2k tokens
- SKILL.md length
- 174 words
- Files
- 5 (incl. references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence.
- Works in 3 steps: 事实核查 → 对称性检查 → 独立性检查
- User says 审查这个论点
- SKILL.md covers 概述, 边界：与太虚五转的分工, 三维度审查流程 and 投资 Lens 适配, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Socrates is an agent skill from fainshare/Liam-Skills. Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence. Use when user says "审查这个论点", "苏格拉底", "socrates", "这个分析靠谱吗", "看空观点审查", "/socrates". 审查外部论点的质量（外审），与 feynman（内省自己的推理）互补。
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/interface.yaml`, `evals/akeso-bear-case.json` and `references/lens-investment.md`).
It sits in Research & Science, covering Fact-checking and source verification.
When your agent uses it
- User says 审查这个论点
- Tasks that involve Fact-checking and source verification
Example prompts
- “审查这个论点”
- “socrates”
- “这个分析靠谱吗”
- “/socrates”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- 事实核查
- 对称性检查
- 独立性检查
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
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).
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
Socrates loads about 2.2k tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 174 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 174 words (~2,215 tokens).
- name
- socrates
- display_name
- 苏格拉底诘问（外审）
- version
- 1.0.0
- visibility
- public
- last_updated
- 2026-06-26
- kind
- composed
- metadata.author
- Antifragile Research Team
- metadata.philosophy
- 对手的论证也需要审查——事实错误和论证技巧比真正的风险更常见
- metadata.origin
- 康方生物 bear case 审查实战（2026-06-25），发现看空方的事实错误和论证技巧
- metadata.risk
- medium
- metadata.capabilities
- network, filesystem-write
Files
SKILL.md and 4 other files (references) in skills/socrates of fainshare/Liam-Skills.
- SKILL.md
- agents/interface.yaml
- evals/akeso-bear-case.json
- references/lens-investment.md
- references/socratic-method.md
Open the folder on GitHubat commit 931ecc9
Compare with similar skills
Socrates 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 |
|---|---|---|---|---|---|---|
| Socrates this skillfainshare/Liam-Skills | 113 | — | ~2.2k | Automated safety check: Pass | None | |
| Perplexity Web Searchdavila7/claude-code-templates | 32k | 12 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 3 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Article Fact Checkerdigoal/blog | 8.6k | — | ~939 | Automated safety check: Pass | GPL-2.0 | |
| Deep Research Agent TeamImbad0202/academic-research-skills | 51k | — | ~13k | Automated safety check: Pass | Custom licence | |
| Docs Grounding Verifiermicrosoft/apm | 4k | — | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Article Fact Checker
digoal/blog
三层审查模型,逐段逐句验证文章真伪、证据链与逻辑结构。Use when the user asks to fact-check, verify, audit, or evaluate the credibility of an article, essay, report, opinion piece, social-media post, or any written claim —…
Deep Research Agent Team
Imbad0202/academic-research-skills
Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report.
- Official
Docs Grounding Verifier
microsoft/apm
A skill your agent uses to verify CLAIM-LEVEL grounding of a documentation page (or set of pages) against the source code.
Fact Checking
bradygaster/squad
Review and validate claims using counter-hypothesis testing.
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.
Hegel
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. An agent skill from fainshare/Liam-Skills.
Feynman
fainshare/Liam-Skills
Audit（审查·太虚四转·破妄）: six self-deception principles via blind sub-agent.
Osborn
fainshare/Liam-Skills
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.
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 Socrates
What does Socrates do?
Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence. Socrates is an agent skill from fainshare/Liam-Skills. Argument audit (苏格拉底诘问): external claim quality review via fact-check + symmetry + independence.
When should I use Socrates?
Socrates fits situations like: user says 审查这个论点; tasks that involve Fact-checking and source verification.
How do I install Socrates in Claude Code?
Run `npx skills add fainshare/Liam-Skills --skill socrates -a claude-code`. Or copy the skill folder (skills/socrates in fainshare/Liam-Skills) into .claude/skills/socrates in your project. Claude Code loads it when a task matches its description.
How do I install Socrates in Codex?
Run `npx skills add fainshare/Liam-Skills --skill socrates -a codex`. Or copy the skill folder (skills/socrates in fainshare/Liam-Skills) into .agents/skills/socrates in your project. Codex loads it when a task matches its description.
Can I use Socrates 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 socrates -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/socrates, .gemini/skills/socrates, .github/skills/socrates and .opencode/skills/socrates in your project.
What does Socrates need to run?
SKILL.md names no scripts, command-line tools or credentials: Socrates is instructions for the agent only.
Does Socrates 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 Socrates 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 Socrates use?
No licence was found for Socrates or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Socrates use?
About 2.2k tokens (SKILL.md is roughly 8.9k 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 3.3k tokens, read only when the agent opens those files.
What are the alternatives to Socrates?
Skills that share tags, products or a category with Socrates: Perplexity Web Search (davila7/claude-code-templates, 32k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Article Fact Checker (digoal/blog, 8.6k stars) and Deep Research Agent Team (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Socrates?
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.