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Turn social science papers into structured Markdown reading notes covering contributions, key findings, methods, data, and limitations. Summaries include quantitative results, references to relevant tables or pages, keywords, and a BibTeX citation for later reference.
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Download and read academic PDFs in small batches, splitting them into four-page files. Build structured notes covering research questions, methods, data, findings, and replication feasibility, with progress saved after each batch.
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Assess a social science paper outline in a .qmd file for missing research questions, contributions, hypotheses, data, and analysis plans. Receive criterion ratings and concrete suggestions in a separate report, with causal assumptions assessed when relevant.
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Turn an initial research idea into a project specification through a structured interview. Develop testable questions, hypotheses, methods for identifying causal effects, and data requirements, then rank options by feasibility and contribution and save the plan.
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Survey academic research on a topic by searching journals, working papers, and citation links. Combine findings into a structured report covering key papers, competing results, research gaps, and verified bibliography entries.
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Audit references in a LaTeX manuscript by checking whether papers exist, bibliographic details are accurate, and cited findings support each claim. Produce a structured report with suggested corrections, then review and apply edits with a change log.
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Convert documents, images, audio, web pages, and structured data into Markdown for AI analysis. Preserve headings, lists, tables, and links, extract text through OCR or transcription, and process multiple files or ZIP archives together.
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Evaluate papers, research proposals, and literature reviews using structured criteria. Produces evidence-based feedback on research questions, methods, data, analysis, and writing, with optional scores and prioritized recommendations tailored to the work's stage and purpose.
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Turn observations or preliminary data into competing scientific hypotheses grounded in literature. Develop explanations, assess what could disprove them, and produce testable predictions and experimental designs in a structured report with diagrams.
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Plan philosophy and interdisciplinary papers by comparing preprint platforms, searching literature, identifying unanswered questions, and assessing originality. Receive a detailed outline with section word counts, key citations, and improvements based on a reviewer-style assessment.
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Evaluate scientific manuscripts and grant proposals for sound methods, statistics, reproducibility, ethics, and clear reporting. Produce a structured review that separates major concerns from minor issues and gives authors specific, constructive suggestions for revision.
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Review terms of service and privacy policies from a consumer's perspective. Identify risks involving subscriptions, data use, liability, and content rights, then produce a structured report with supporting passages, severity assessments, and practical actions.
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Create and run BB workflows that coordinate multiple worker agents. Organize independent tasks into parallel stages, verify outputs, pass structured results between steps, and inspect execution progress using validated JavaScript workflow scripts.
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Help text-only models work with images by converting visible text, layout, meaning, and visual clues into structured JSON. The skill also guides configuring image analysis providers and reporting unclear details from the returned evidence.
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Create a structured specification in plain language from a feature description and multi-AI research. Define actors, behaviors, constraints, dependencies, and acceptance conditions, while checking completeness and keeping unresolved user decisions visible for later review.
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Compare technical choices through structured discussions among available AI providers. Use independent reviews or rounds of cross-critique to examine risks and trade-offs, then receive a synthesis of agreement, disagreement, recommended decisions, and concrete next steps.
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Extract Markdown and metadata from PDFs, Office documents, emails, archives, and other formats using Apache Tika. Keep attachments and embedded items separate in structured output, detect parsing problems, and read selected portions without overwhelming the agent's context.
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Assess papers, research proposals, and literature reviews using structured quality criteria. Receive strengths, weaknesses, optional five-point scores, and prioritized suggestions tied to specific sections, with expectations adjusted to the work’s purpose and development stage.
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Diagnose bugs, intermittent failures, and performance regressions through structured logging and reproduction. It ranks possible causes with confidence scores, tests competing explanations, and reports whether the evidence proves the cause or leaves the diagnosis incomplete.
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Inspect GitHub pull requests, issues, and automated workflow runs using the gh command-line tool. Check PR status, investigate failed jobs, and retrieve structured JSON or API data without opening a browser.
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Audit online store SEO across product and category pages. Check filter URLs, duplicate content, pagination, unavailable products, internal links, and structured data that describes products, offers, reviews, and breadcrumbs to search engines.
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Retrieve web page content from a URL or search query through Firecrawl MCP. Export it as Markdown, HTML, or plain text, with support for extracting structured data from pages.
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Enforces structured, highly documented storage for code and data projects. Use when working on machine learning scripts, data processing, code creation, or script modification that should preserve clear structure and documentation.
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Write structured reviews of scientific manuscripts and grant proposals. Assess methods, statistics, reproducibility, ethics, and reporting completeness, then organize strengths, major concerns, minor issues, and specific suggestions into constructive feedback.
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