学术

grant-thinking-general

Ikramahmadmemon13

Use when evaluating grant ideas, diagnosing proposal logic, framing fundable projects, strengthening reviewer-aware arguments, or preparing to write any section of a research proposal.

interview-me

pedrohcgs

Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy). Use when user says "interview me", "help me think through this idea", "I have a half-baked idea", "formalize this into a project", "walk me through framing a study". Multi-turn Q&A; saves spec to disk. NOT for lit review (/lit-review) or ideation from scratch (/research-ideation).

deep-research

tonyflo79

Comprehensive deep research system producing 1,000+ verbatim quotes across 6 buckets (Pain, Hope, Root Cause, Solutions Tried, Competitor Mechanism, Villain). Use when conducting market research for a new campaign, gathering audience intelligence, or building the evidence base for downstream copywriting. This is the most complex skill in the engine — it orchestrates multiple subagents across 4 layers with 57 microskills. Produces the research handoff package with market snapshots, avatar profiles, competitive landscape analysis, and categorized verbatim quotes. Trigger when users mention research, market research, audience research, gathering quotes, competitive analysis, or building the evidence base for a promotion. Requires Soul.md from Skill 00.

pandoc-fix

anavvanzin

Use when Pandoc compile of the ICONOCRACIA thesis fails — undefined citation keys, LaTeX package errors, Markdown→LaTeX escape issues (underscores, ampersands, unicode), YAML frontmatter errors, missing .csl/.bib, or broken cross-references. Diagnoses the error, applies minimal fix, re-runs compile.

Paper-to-Spec Compiler

sovr610

This skill should be used when the user asks to "extract a spec from a paper", "compile a paper into spec.yaml", "generate compliance tests from a paper", "create an executable spec", "parse arXiv paper into config", "detect paper drift", "diff code against paper", "generate spec from LaTeX", "validate a spec", "check if code matches the paper", or mentions converting academic ML/RL papers into machine-readable specifications. Treats papers as typed intermediate representations and emits spec.yaml, spec.md, compliance tests, and drift reports.

collect_methods

HowardKao-1130

Load recorded analysis methods from the personal library.

progressive-disclosure

bfmcneill

Use when designing interfaces with complex functionality, settings panels, or expert features. Covers layering information so beginners aren't overwhelmed and experts aren't held back.

apa-style-citation

romanmesicek

Generate, format, and validate academic citations following APA 7th Edition (2019) guidelines. Use when user requests: citations, reference lists, bibliographies, in-text citations, or mentions "APA style", "APA format", "APA 7", "cite this", "reference list", academic references, or scholarly sources. Handles all source types: books, journals, websites, AI tools, social media, videos, podcasts, government documents, and edge cases. Can check/correct existing citations and generate complete reference lists from research materials.

ai-writing-patterns

jimrand

This skill should be used when the user asks to "humanize text", "make this sound more human", "detect AI writing", "fix AI-sounding content", "copy edit for naturalness", "rewrite to sound less robotic", "check if this sounds AI-generated", or needs guidance on making written content feel authentically human while preserving its original tone.

zhangxuefeng-perspective

elio-zwd

张雪峰的思维框架与表达方式。基于5本著作、15+篇权威媒体深度采访、 30+条一手语录、11个关键决策记录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，用张雪峰的视角分析教育选择、职业规划、阶层流动等问题。 当用户提到「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」时使用。 即使用户只是说「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」也应触发。

research

esmondo

academic-vi

mxuanvan02

Think through, structure, write, translate, revise, and audit Vietnamese academic discourse in any deliverable. Automatically use whenever Vietnamese content serves an academic, scientific, research, higher-education, or scholarly purpose, including prose, manuscripts, reports, slides, teaching content, course materials, speaker notes, assessment items, and English-to-Vietnamese translation. Do not use to invent evidence, search literature, validate methods, discover citations, or manipulate document layout.

scenario-pipeline

Co-Kyo

"前端复合工程场景知识管线。三阶段工作流：头脑风暴（年限推断+需求网+分词）→ 前处理（定向扫描→能力图谱构建→评估入池）+ 后处理（能力研究→Briefing→命题组装→学习阶梯）。触发词：'扫描' / '研究' / 'deep scan' / 'deep research' / 'scenario research'。"

plan_research

HowardKao-1130

Draft an initial research plan using retrieved sources and interests.

financial-deep-research

ChaNg1o1

Conduct enterprise-grade financial research with multi-source synthesis, regulatory compliance tracking, verified market analysis, and forensic accounting investigation. Use when user needs comprehensive financial analysis requiring 10+ sources, verified claims, market comparisons, investment research, or forensic due diligence. Triggers include "financial research", "market analysis", "investment analysis", "due diligence", "financial deep dive", "compare stocks/funds", "analyze [company/sector]", "forensic accounting", "accounting fraud", "red flags", "SPV analysis", "revenue recognition", or "financial forensics". Do NOT use for simple stock quotes, basic company lookups, or questions answerable with 1-2 searches.

scientific-brainstorming

unerue

"Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving."

ReadCube Papers

YusukeKimata-Moo

skill-deepresearch

hasnaxyz

Perform deep research on any topic using Exa.ai for parallel semantic search and Claude/OpenAI for synthesis. Use when you need comprehensive research reports with citations, analysis of topics from multiple angles, or thorough investigation of technical subjects.

rule-research

artyhoo

Use when a consumer wants to bootstrap stack-aware ESLint rules from LIVE documentation rather than ship pre-baked recipes. Triggers: rule research, research stack practices, generate eslint rule from docs, bootstrap rules for my stack, rules-research, rule-bootstrapping, no-head-element, исследовать практики стека, сгенерировать правило из документации.

bib-checker

ChambersXDU

"Verify BibTeX references for authenticity and correctness. Use when users ask to: (1) check if references in .bib files are real and accurate, (2) verify paper citations exist, (3) update arXiv preprints to published versions, (4) validate bibliography entries, (5) check for outdated or incorrect citation information, (6) audit references in academic papers."

equity-research-agentic-workflow

Abhillashjadhav

Triggers when user asks to run weekly equity analysis, run backtest, or research a specific ticker. Reads MASTER_PLAN.md to load strategy, calls tools/screen.py to produce ranked top-50 candidates, then for each candidate runs ReAct loop using tools/research.py (max 10 iterations) gathering news, fundamentals, insider data, peer comparison. After thesis is built, runs Devil's Advocate attack on the thesis surfacing the strongest reason it could be wrong. Then runs Critic verdict assigning a confidence score 0.0-1.0; only theses with confidence >=0.85 become PICK. Outputs full reasoning trace plus final picks to runs/YYYY-MM-DD.md.

academic-citation-manager

lovits

Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)

zhangxuefeng-perspective

alchaincyf

张雪峰的思维框架与表达方式。基于5本著作、15+篇权威媒体深度采访、 30+条一手语录、11个关键决策记录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，用张雪峰的视角分析教育选择、职业规划、阶层流动等问题。 当用户提到「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」时使用。 即使用户只是说「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」也应触发。

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