Paul Graham的思维框架与表达方式。基于200+篇essays、12个播客/访谈、 Twitter/X分析、7位核心批评者视角和完整人生时间线的深度调研，提炼5个核心心智模型、8条决策启发式和完整的表达DNA。用途：作为思维顾问，用PG的视角分析创业、写作、产品和人生选择。当用户提到「用PG的视角」「Paul Graham会怎么看」「PG模式」「paul graham perspective」时使用。即使用户只是说「帮我用PG的角度想想」「如果PG会怎么做」「切换到PG」也应触发。

openclaw4.2k

디버깅

Contradiction Analysis

触发：当问题复杂、存在多个冲突因素、优先级不清，或你不知道应该先解决什么时调用；常见信号包括 trade-off、瓶颈、根因不明、主次不清、多个问题互相牵制。 English: Trigger when a problem contains competing forces, unclear priorities, or no obvious entry point. Use this skill to identify contradictions, isolate the principal contradiction, classify its nature, and choose the right response.

openclaw4.2k

철학 및 윤리

Dbs Chatroom Austrian

哈耶克 × 米塞斯 × Claude 三人对话。奥派经济学视角的多角色讨论。触发方式：/dbs-chatroom-austrian、/chatroom-austrian、/奥派、「奥派聊天室」 Austrian economics chatroom. Hayek × Mises × Claude debate. Trigger: /dbs-chatroom-austrian, /chatroom-austrian, /奥派, "Austrian chat"

dontbesilent20253.1k

테스팅

Ds Rebuttal

Use when a quest already has a paper, draft, or review package and the task is to map reviewer feedback into experiments, manuscript deltas, and a durable rebuttal / revision response.

OpenLAIR882

금융 및 투자

Explain Economic Concepts Concisely

Provides extremely concise, single-sentence definitions and explanations for economic terms and principles, using simple vocabulary.

ECNU-ICALK333

문학 및 글쓰기

Explain Economic Concepts Via Micro Stories

Explain economic ideas using very short, narrative stories to illustrate the concept clearly.

ECNU-ICALK333

금융 및 투자

Economic History Statement Verification

Evaluates statements on economic history (specifically Islamic and Feudal epochs) with a structured format, providing justifications for false answers and a final summary count.

ECNU-ICALK333

학술

Economics Undergrad Thesis Writing

根据用户提供的参考内容，撰写经济学本科毕业论文章节（如实证分析、摘要、文献综述）。侧重于将材料改写为符合学术规范、低查重率、具体明确且具有人类写作风格的文本，强调实证依据与逻辑连贯性。

ECNU-ICALK333

학술

coarse-review (Gemini)

Produce a rigorous academic peer review of a research paper, manuscript, or preprint (PDF, markdown, TeX, DOCX, HTML, or EPUB) using the full coarse pipeline with the user's local Gemini CLI (Google AI subscription) doing all the LLM reasoning. Every pipeline stage — structure analysis, overview synthesis, per-section review, proof verification, editorial pass — is served by a headless `gemini -p` subprocess instead of a paid API. Use when the user asks to review, critique, referee, or provide feedback on an academic paper. Takes 10-25 minutes.

Davidvandijcke121

기술 문서

coarse-review (Claude Code)

Produce a rigorous academic peer review of a research paper, manuscript, or preprint (PDF, markdown, TeX, DOCX, HTML, or EPUB) using the full coarse pipeline with the user's local Claude Code subscription doing all the LLM reasoning. Every pipeline stage — structure analysis, overview synthesis, per-section review, proof verification, editorial pass — is served by a headless `claude -p` subprocess instead of a paid API. Use when the user asks to review, critique, referee, or provide feedback on an academic paper. Takes 10-25 minutes. Do NOT use for code review, blog posts, or non-academic documents.

Davidvandijcke121

학술

coarse-review (Codex)

Produce a rigorous academic peer review of a research paper, manuscript, or preprint (PDF, markdown, TeX, DOCX, HTML, or EPUB) using the full coarse pipeline with the user's local Codex CLI (ChatGPT subscription) doing all the LLM reasoning. Every pipeline stage — structure analysis, overview synthesis, per-section review, proof verification, editorial pass — is served by a headless `codex exec` subprocess instead of a paid API. Use when the user asks to review, critique, referee, or provide feedback on an academic paper. Takes 10-25 minutes.

Davidvandijcke121

LLM & AI

Plotting Agent (Step 2)

Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from experimental_log.md and idea.md, optionally refine via VLM critique loop, and produce context-aware captions. Runs in parallel with the literature-review-agent. TRIGGER when the orchestrator delegates Step 2 or when the user asks to "generate the figures for my paper" or "render the plots from this experiment log".

leonardodalinky88

LLM & AI

Outline Agent

Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a plotting plan, literature search plan (Intro + Related Work), and section-level writing plan with citation hints. TRIGGER when the orchestrator delegates Step 1 or when the user asks to "outline a paper from raw materials" or "generate the paper structure".

leonardodalinky88

데이터 엔지니어링

Content Refinement Agent (Step 5)

Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). Iteratively refine drafts/paper.tex by simulating peer review and applying targeted revisions, with strict accept/revert halt rules. Maintains a worklog and snapshots each iteration so revert is real, not symbolic. TRIGGER when the orchestrator delegates Step 5 or when the user asks to "refine the draft", "iterate on the paper", or "run peer review on this paper".

leonardodalinky88

문서

paper-orchestra (Orchestrator)

Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a submission-ready LaTeX manuscript and compiled PDF. TRIGGER when the user asks to "write a paper from my experiments", "turn this idea and these results into a paper", "generate a conference submission", "run paper-orchestra on X", or otherwise wants the end-to-end paper-writing pipeline. Coordinates the outline-agent, plotting-agent, literature-review-agent, section-writing-agent, and content-refinement-agent skills.

leonardodalinky88

학술

LaTeX Academic Paper Assistant (English)

English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or journal paper such as IEEE, ACM, Springer, NeurIPS, or ICML submissions. Trigger even when the user only mentions one paper issue, such as bibliography errors, grammar cleanup, sentence splitting, logic review, expression polishing, translation, title optimization, figure checks, pseudocode review, algorithm block cleanup, de-AI editing, experiment-section review, table structure validation, three-line table generation, abstract structure diagnosis, or journal adaptation. Also trigger for "proofread my paper", "fix my LaTeX", "prepare for submission", "check my manuscript", "improve my writing", "three-line table", "booktabs", "check abstract", "reformat for another journal", "换投", `algorithm2e`, `algorithmicx`, `algpseudocodex`, `Require/Ensure`, or "Algorithm 1" when the user has a .tex file.

brycewang-stanford80

학술

Review

PhD-level academic manuscript and research proposal review.

poemswe75

학술

The Assessment Toolbox at a Glance

Evaluating the quality, provenance, and relevance of evidence that supports or undermines a claim. Covers source credibility, sampling quality, study design, levels of evidence (anecdote to meta-analysis), base rate integration, distinguishing primary from secondary sources, and calibrating belief to evidence strength. Use when the question is not whether an argument is valid but whether its premises are actually supported by the available data.

Tibsfox51

학술

Verify Citations

Audit citations in LaTeX files -- check all \cite keys exist in .bib and verify via Perplexity

Alexander-M-Dickerson39

학술

Audit Section

Deep audit of a single section -- style, factual accuracy, citations, logical flow

Alexander-M-Dickerson39

문서

Respond To Referee

Draft response letter text and LaTeX edits for referee points, or generate a complete reply document

Alexander-M-Dickerson39

문서

Build Paper

Compile LaTeX to PDF using pdflatex + bibtex cycle

Alexander-M-Dickerson39

문서

Build Context

Generate guidance/paper-context.md from user-provided .tex, .md, or .pdf files

Alexander-M-Dickerson39

문서

Setup Paper

Scaffolds a new academic paper from the LaTeX boilerplate template. Copies template files, replaces placeholder tokens with user-provided title, authors, and affiliations, writes [REMOVE]-tagged filler content with Fama-French citations, and compiles a test PDF. Use when starting a new paper or creating a fresh LaTeX project.

Alexander-M-Dickerson39

학술