Community연구 & 데이터 분석github.com

연구 요약자(Research Summarizer)

비개발자 사용자를 위한 구조화된 연구 요약 에이전트 스킬입니다. 학술 논문, 웹 기사, 보고서, 문서를 처리하여 주요 발견점을 추출하고 비교 분석을 생성하며 적절한 형식의 인용을 제공합니다.

연구 요약자(Research Summarizer)란 무엇인가요?

이 스킬은 비개발자 사용자가 연구 자료를 효율적으로 요약하고 분석할 수 있도록 설계된 구조화된 연구 요약 에이전트입니다. 학술 논문, 웹 기사, 보고서, 기술 문서 등 다양한 출처를 처리하여 주요 발견점을 추출하고, 여러 출처 간의 비교 분석을 생성하며, APA, MLA 등 표준 형식의 인용을 자동으로 생성합니다. Claude Code, Codex, Gemini CLI, OpenClaw 등 주요 AI 에이전트 플랫폼에서 플러그인으로 작동하며, 사용자가 연구 논문을 요약하거나, 여러 출처를 비교하거나, 문서에서 인용을 추출하거나, 구조화된 연구 브리프를 작성해야 할 때 유용합니다. 간단한 명령어로 복잡한 연구 작업을 자동화하여 생산성을 크게 향상시킵니다.

지원 대상✓Claude Code✓Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/alirezarezvani/claude-skills/tree/main/skills/research-summarizer

Installed? Explore more 연구 & 데이터 분석 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

연구 요약자(Research Summarizer)은(는) 무엇을 하나요?

비개발자 사용자를 위한 구조화된 연구 요약 에이전트 스킬입니다. 학술 논문, 웹 기사, 보고서, 문서를 처리합니다. 주요 발견점을 추출하고, 비교 분석을 생성하며, 적절한 형식의 인용을 제공합니다. 사용 시기: 사용자가 연구 논문을 요약하거나, 여러 출처를 비교하거나, 문서에서 인용을 추출하거나, 구조화된 연구 브리프를 작성하려 할 때. Claude Code, Codex, Gemini CLI, OpenClaw용 플러그인입니다.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

alirezarezvani/aws-solution-architect

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

alirezarezvani/board

Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.

alirezarezvani/board-prep

Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.

alirezarezvani/browserstack

Run tests on BrowserStack. Use when user mentions "browserstack", "cross-browser", "cloud testing", "browser matrix", "test on safari", "test on firefox", or "browser compatibility".

alirezarezvani/business-growth-skills

Router/index for the 4 business & growth skills bundled in this plugin: customer-success-manager (health scoring, churn risk, expansion), sales-engineer (RFP analysis, competitive matrices, PoC planning), revenue-operations (pipeline, forecast accuracy, GTM efficiency), and contract-and-proposal-writer. Use when a growth/revenue request doesn't obviously match one skill and you need to pick the right one (e.g., 'which accounts are at risk', 'should we bid on this RFP').

alirezarezvani/challenge

Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use when before significant resource commitment, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.

alirezarezvani/claude-skills

Decision-grade entity research skill — produces a hypothesis-tested dossier on a specific company, person, nonprofit, or government org, not a generic profile. Forcing intake makes the user state their hypothesis upfront (what they already believe and want to verify or disprove) so the dossier tests it rather than confirms it. Output is an editable Word document (.docx) with verdict on the hypothesis, identity facts, 12-month activity timeline, network and reputation signals, red flags, conversation hooks tied to specific findings, and source-provenance audit log. Uses WebSearch + WebFetch + free APIs (SEC EDGAR, GitHub, ProPublica) as workhorses; optional BYOK MCPs enhance coverage. Use when the user asks for background research, diligence, or meeting prep on a specific entity (e.g., 'prep me for a meeting with [person/company]', 'due diligence on [company]'). Honors sensitivity exclusions for journalism + personal-vetting contexts.

alirezarezvani/c-level-advisor

10 C-level advisory agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. CEO, CTO, COO, CPO, CMO, CFO, CRO, CISO, CHRO, Executive Mentor. Multi-role board meetings, strategy routing, structured recommendations. For founders needing executive-level decision support.

alirezarezvani/coverage

Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report", or "what needs testing".

alirezarezvani/engineering-advanced-skills

Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, changelog/release automation, reliability (SLO/chaos/flags/operators), platform ops.

alirezarezvani/engineering-skills

Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills — load only the one specialist SKILL.md you need, never bulk-load the bundle.

alirezarezvani/eval

Evaluate and rank agent results by metric or LLM judge for an AgentHub session. Use when the user runs /hub:eval or asks to score, compare, or pick a winner among completed AgentHub agents.

alirezarezvani/extract

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a skill.

alirezarezvani/finance-skills

Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling forecasts) and saas-metrics-coach (ARR/MRR, churn, CAC/LTV, NRR, quick ratio). Use when a finance request doesn't obviously match one skill and you need to pick the right one (e.g., 'analyze these financials', 'how healthy are my SaaS metrics').

alirezarezvani/fix

Fix failing or flaky Playwright tests. Use when user says "fix test", "flaky test", "test failing", "debug test", "test broken", "test passes sometimes", or "intermittent failure".

alirezarezvani/generate

Generate Playwright tests. Use when user says "write tests", "generate tests", "add tests for", "test this component", "e2e test", "create test for", "test this page", or "test this feature".

alirezarezvani/hard-call

/em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a down round, or killing a beloved product line.

alirezarezvani/init

Set up Playwright in a project. Use when user says "set up playwright", "add e2e tests", "configure playwright", "testing setup", "init playwright", or "add test infrastructure".

alirezarezvani/loop

Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling. Use when the user runs /ar:loop or asks to run an autoresearch experiment continuously on a schedule.

alirezarezvani/marketing-skills

Directory and router for the marketing skills library. Use when you need to find the right marketing skill for a task, see what marketing capabilities exist, or get oriented in this plugin. 44 specialist skills across 8 pods (content, SEO + AEO, CRO, channels, growth, intelligence, sales enablement, ops), 59 stdlib Python tools. Routes to one skill — it does not execute marketing work itself.

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