academic
893
validate-bib
Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.
pedrohcgs
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
academic
878
review-comments
Verdict PR review comments pragmatically - address valid ones, dismiss over-engineered or incorrect ones, and respond to each. Use this skill when handling PR review feedback, code review comments, or when asked to address reviewer suggestions.
pgplex
research
academic
848
paper-search
Search and discover academic papers from arXiv and web sources using arxiv_to_prompt and web search. Use when the user asks to find research papers, search arXiv, look up scientific literature, do a literature review, or needs academic references.
Prismer-AI
research
academic
848
peer-review
Conduct thorough academic peer reviews with structured feedback using load_pdf and arxiv_to_prompt. Use when the user asks to review a paper, provide manuscript feedback, critique research, or write a referee report.
Prismer-AI
research
academic
841
aris-ablation-planner
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements.
OpenLAIR
research
academic
841
aris-comm-lit-review
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.
OpenLAIR
research
academic
841
aris-idea-creator
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
OpenLAIR
research
academic
841
aris-novelty-check
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
OpenLAIR
research
academic
841
aris-research-lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
OpenLAIR
research
academic
841
aris-research-review
Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
OpenLAIR
research
academic
841
aris-semantic-scholar
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /aris-arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
OpenLAIR
research
academic
841
inno-deep-research
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.
OpenLAIR
research
academic
841
inno-humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
OpenLAIR
research
academic
841
inno-paper-reviewer
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.
OpenLAIR
research
academic
841
inno-paper-writing
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.
OpenLAIR
research
academic
841
inno-rebuttal
Drafting and refining academic rebuttals for top-tier AI/CS conferences (NeurIPS, ICML, ICLR, CVPR, ECCV, AAAI, ARR, KDD, UAI, AISTATS, TMLR, etc.). Use this skill whenever the user needs to respond to reviewer comments, write a rebuttal, handle reviewer feedback, clarify technical misunderstandings, present additional experimental results, or deal with borderline accept/reject decisions. Also trigger when the user mentions keywords like "rebuttal", "reviewer", "review response", "author response", "camera-ready", "rebut", "AC", "area chair", "meta-review", or discusses conference review scores. Trigger for Chinese-language requests too, e.g. "写rebuttal", "回复审稿人", "审稿意见", "rebuttal怎么写", "reviewer说我的baseline不够".
OpenLAIR
research
academic
841
inno-reference-audit
This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.
OpenLAIR
research
academic
841
ml-paper-writing
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
OpenLAIR
research
academic
841
paper-analyzer
Deep analysis of a single paper — generate structured notes with figures, evaluation, and knowledge graph updates
OpenLAIR
research
academic
841
paper-finder
Search existing paper notes by title, author, keyword, or research domain
OpenLAIR
research
academic
841
research-news
Daily paper recommendation workflow — search arXiv and Semantic Scholar, score and recommend papers
OpenLAIR
research