discussion-section-architectStructures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, con...
Install via ClawdBot CLI:
clawdbot install aipoch-ai/discussion-section-architectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 6, 2026
A PhD candidate in psychology uses the skill to draft a discussion section for their dissertation manuscript. They input their hypothesis, key results (e.g., 'a 23% reduction in symptom severity'), and some references, and the skill generates a structured discussion with interpretation, literature comparison, limitations, and conclusion.
A medical researcher writes a discussion for a clinical trial report on a new drug for hypertension. The skill helps contextualize the primary and secondary endpoints, compare with previous trials, address limitations like sample size, and propose future research directions.
A market analyst at a consulting firm uses the skill to write the discussion section of a white paper on consumer behavior trends. The skill interprets survey data, relates findings to existing market reports, and outlines implications for strategy, all in a structured format.
An engineer at a tech company drafts the discussion for an R&D report on a new battery technology. The skill helps interpret performance metrics (e.g., energy density, cycle life), compare with existing technologies, discuss manufacturing scalability limitations, and suggest next steps.
A policy analyst uses the skill to write the discussion for a paper on the impact of a new education policy on student outcomes. The skill connects statistical findings to prior educational research, acknowledges limitations in data, and provides policy implications and future research suggestions.
Offer a free basic version for drafting simple discussions with limited structure options, and a premium subscription for advanced features like unlimited revisions, plagiarism checks, and integration with reference management software.
License the skill's API to academic journal publishers or manuscript management platforms (e.g., ScholarOne, Editorial Manager) as an add-on tool for authors to improve discussion sections before submission.
Sell access to corporations, especially in pharma, consulting, and R&D, as a tool for their research teams to produce more consistent and publishable reports, potentially bundling with other AI writing tools.
💬 Integration Tip
Integrate with reference managers like Zotero or EndNote for automatic citation insertion, and pair with a result analysis tool (e.g., statistical software output parser) to auto-fill data points.
Scored May 6, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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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)
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Search academic papers on Google Scholar with keyword, author, and year filters, plus access author profiles and export results in JSON format.