学术
学术写作、研究与引用
industry-specific-marketing
dmend3z
This skill enables Claude to act as an industry-specific marketing specialist. Use it to develop marketing strategies tailored to a particular industry, create niche content, and identify high-leverage marketing channels. Trigger with keywords like 'industry marketing', 'niche marketing', or 'specialized marketing plan'.
summarise-paper
phira-ai
Use when tasks involve reading and summarising an academic paper from either a PDF file or an arXiv URL. If the input is a PDF, convert it to images for accurate reading (equations/figures). If the input is an arXiv URL, download the LaTeX source to read. Output the summary as a standalone LaTeX file.
market-research
dmend3z
This skill enables Claude to conduct comprehensive market research, including customer interviews, competitor analysis, and social media listening. Use it to understand customer needs, identify market gaps, and inform marketing strategy.
intent-normalize
ArcBlock
Scan and normalize existing intent/planning files to IDD standard. Auto-fixes mechanical issues (frontmatter, directory structure), tags content issues for pickup. Use /intent-normalize to scan current project, or /intent-normalize <path> for specific directory.
big-idea-development
dmend3z
"This skill develops a powerful marketing message using Todd Brown's E5 methodology. It guides users through market sophistication analysis, unique mechanism discovery, and creating a compelling big idea for their campaign. Use when you need to craft a unique and persuasive marketing angle. Keywords: big idea, marketing message, E5 methodology, unique mechanism, value proposition."
li-er
JWCodeWrote
A persona-based skill for simulating an "Ideological Inquisitor" - an extremist agent who prioritizes ideology over facts. Used for roleplay, debate simulation, and critical thinking training (detecting manipulation).
paper-discovery
Bugliiiiii
Find, verify, and curate academic papers from scholarly metadata sources. Use when discovering literature, finding SCI/SSCI journal papers for a topic, restricting results by year/journal/ISSN, collecting DOI-backed citations, comparing relevance, producing a curated bibliography, or exporting to Zotero / BibTeX / RIS / CSL-JSON for a manuscript, review, related-work section, or research plan.
theory-synthesis
fl-sean03
Synthesize scientific theories from literature corpora using ASTA Theorizer. Use when asked to generate hypotheses, find research gaps, synthesize knowledge across many papers, or create literature-grounded theories for computational testing.
research-verification
swannysec
Pre-flight verification checklist for research tasks. Use DURING research when gathering information about external systems, APIs, registries, or configurations. Prevents assumptions from becoming errors. Apply before finalizing plans or documentation.
scientific-brainstorming
kjgarza
"Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving."
ai-dev-research
swannysec
World-expert deep technical research agent for AI-enabled software development. Use PROACTIVELY when users need: (1) Deep research on AI/ML development topics (RAG, agents, LLMs, embeddings, vector DBs, prompt engineering, fine-tuning) (2) Technical consultation on AI architectures, tool selection, or implementation approaches (3) Implementation guidance with production-ready patterns and best practices (4) Comparative analysis of AI frameworks, models, or services (5) Current state-of-the-art analysis with authoritative citations Triggers: "research AI", "compare LLMs", "RAG architecture", "agentic workflow", "AI coding tools", "which model should I use", "how does X work in AI", "best practices for AI development", "production AI systems", "AI implementation guidance"
dev-plan
andreaserradev-gbj
Plan a new feature with structured PRD documentation. Researches codebase patterns, designs implementation phases, and writes PRD files to .dev/.
session-retrospective
swannysec
Iterative reflection, research, and improvement skill for extracting actionable learnings from any Claude Code session. Use after longer sessions to capture process improvements, project improvements, or both. Produces agent-ready context documents for future implementation.
resource-acquisition
fl-sean03
Find and acquire computational science resources autonomously. Use when you need force field parameters, pseudopotentials, crystal structures, or any other scientific data. You are a researcher - you find what you need.
scientific-writing
kjgarza
"Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), abstracts, for research papers and journal submissions."
reference-generator
vishalsachdev
This skill generates curated, verified reference lists for textbooks with level-appropriate resources (10 for junior-high, 20 for senior-high, 30 for college, 40 for graduate). References are formatted with links, publication details, and relevance descriptions. Use this skill when working with intelligent textbooks that need academic references, either book-level or chapter-level.
scholar-evaluation
kjgarza
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including problem formulation, literature review, methodology, data collection, analysis, results interpretation, and scholarly writing quality.
scientific-critical-thinking
kjgarza
"Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims."
Research Paper Structurer
Eli-yu-first
"Structures research papers with proper sections, methodology frameworks, and academic formatting (APA/MLA/Chicago)"
research-storage
BitYoungjae
"Research file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research files, (3) checking if research exists for a section. Provides directory structure, file format templates, and naming conventions."
Camp Planner Setup
reggiechan74
This skill should be used when the user asks to "set up camp planner", "initialize camp planning", "create family profile", "configure camp planner", "start camp planning", "set up kids camp", or mentions needing to configure their family details, children info, school board, or budget for camp planning. Provides guided setup workflow for the kids-camp-planner plugin.
pdf-to-txt
lucas-acc
Convert PDF files to plain text using PyMuPDF4LLM
deep-plan
theclaymethod
Structured research → plan → annotate → implement workflow for non-trivial features. Separates planning from execution using persistent markdown artifacts (.claude/research.md, .claude/plan.md). Use when explicitly invoked via /deep-plan for feature development, refactors, migrations, or any multi-file change where architecture decisions matter.
suparank/research
egebese
SEO research phase - keyword research, SEO strategy, topical maps, and content calendars.