bb80-deterministic-receipts
Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.
Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.
Given a LiveLib book URL and a quote fragment, find a matching LiveLib quote URL.
Literature research automation - search papers, code, and blogs, deduplicate, download PDFs, analyze and generate research reports. Supports incremental updates.
Comprehensive literature search with automatic summarization, trend analysis, and key paper identification from PubMed and preprints. Use this skill for literature review, trend identification, key paper discovery, and staying current with research developments. Keywords: literature, pubmed, papers, search, bibliography, review
Collect, analyze, and report marine safety incident data from 7 global maritime authorities. Use for incident scraping, safety trend analysis, risk assessment, geographic hotspot identification, and marine safety reporting.
Conduct research, synthesize information, and create structured summaries
Identify articles that qualify as breaking news requiring immediate alerts. Fast check based on article metadata without additional LLM calls.
This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.
Comprehensive toolkit for fetching, searching, analyzing, and monitoring Hacker News content. Use when Claude needs to interact with Hacker News for (1) Fetching top/new/best/ask/show/job stories, (2) Searching for specific topics or keywords, (3) Monitoring specific users or tracking their activity, (4) Analyzing trending topics and patterns, (5) Getting story details, comments, or user profiles, or (6) Any other task involving Hacker News data retrieval or analysis.
Search past reasoning for relevant decisions and approaches
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Write cryptography prose and notation using the project's bibsp.sty + preamble.tex conventions (acro + biblatex footnote citations and standardized math macros). Use proactively when: (1) writing/editing cryptography sections in .tex files, (2) introducing or using crypto acronyms such as IND-CPA, IND-CCA, AE, MAC, PRF, ZK, and DH, (3) defining schemes/algorithms/variables in math notation, (4) adding citations for security notions or standard primitives.
Researches existing libraries before implementation. Required before writing any new functionality. Prevents reinventing the wheel by finding and evaluating existing packages.
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
Convert experiment results to Markdown research notes and optionally update research state with evidence
新闻搜索、新闻摘要、新闻汇总、热点新闻、最新新闻、新闻整理、新闻收集。帮你搜索最近几天的相关新闻(12-25条),生成精美的HTML摘要页面,每条新闻都有摘要和AI深度解读功能,自动打开浏览器展示
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
Search arXiv preprint repository for academic papers in physics, mathematics, computer science, and related fields
Comprehensive IEEE PES paper review for Physics-Guided SSL GNN power grid research. Use when reviewing paper sections, checking claims against evidence, validating physics consistency (PF/Line Flow/Cascade), auditing figures/tables, checking IEEE compliance, or positioning against competing work (PPGT). Triggers on "review my paper", "check claims", "validate physics", "PES submission ready", "compare to baselines", "audit figures", or any publication preparation task.