# ARAVINDAN20 > Open-source publisher. Listings imported from github.com/ARAVINDAN20 — credited to the original author with their license. - **Listings:** 36 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/aravindan20 - **Website:** https://github.com/ARAVINDAN20 ## Published listings - [Novelty Assessment](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-novelty-assessment) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-novelty-assessment` Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research direction. - [Survey Generation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-survey-generation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-survey-generation` Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. Based on AutoSurvey pipeline. Use for writing comprehensive literature surveys. - [Research Planning](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-research-planning) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-research-planning` Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-ordered task lists, UML diagrams, and experiment designs. Use when starting a new research project or paper. - [Paper Revision](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-paper-revision) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-paper-revision` Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements. Use after receiving peer review with revision requests. - [Github Research](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-github-research) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-github-research` Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, and produces integration blueprints. - [Algorithm Design](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-algorithm-design) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-algorithm-design` Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pseudocode and implementation. Use when formalizing methods for a paper. - [Paper Compilation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-paper-compilation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-paper-compilation` Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. Use when the user wants to compile a paper, fix compilation errors, or debug LaTeX. - [Slide Generation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-slide-generation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-slide-generation` Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presentation. Identified gap in existing tools — designed from best practices. - [Experiment Code](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-experiment-code) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-experiment-code` Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a research paper. - [Figure Generation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-figure-generation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-figure-generation` Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper. - [Paper Writing Section](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-paper-writing-section) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-paper-writing-section` Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with section-specific guidance and two-pass refinement. Use when the user wants to write, draft, or improve a paper section. - [Atomic Decomposition](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-atomic-decomposition) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-atomic-decomposition` Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and find code implementations. Use for complex system papers requiring formal grounding. - [Paper To Code](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-paper-to-code) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-paper-to-code` Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (per-file logic) → Coding (dependency-ordered generation). Use for reproducing paper methods. - [Rebuttal Writing](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-rebuttal-writing) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-rebuttal-writing` Write point-by-point rebuttals to reviewer comments. Extract concerns from reviews, generate evidence-based responses, and format as a structured rebuttal document. Use after receiving peer review feedback. - [Code Debugging](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-code-debugging) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-code-debugging` Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring issues. Use when experiment code fails or produces incorrect results. - [Paper Assembly](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-paper-assembly) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-paper-assembly` Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resumption. Use for assembling a complete paper from components. - [Self Review](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-self-review) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-self-review` Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and outputs actionable feedback. Use when the user wants to review a paper before submission or get feedback on a draft. - [Table Generation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-table-generation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-table-generation` Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, and proper captions. Use when creating result tables, comparison tables, or ablation tables for papers. - [Idea Generation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-idea-generation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-idea-generation` Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty. Use when brainstorming research directions or validating idea novelty. - [Citation Management](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-citation-management) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-citation-management` Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing. - [Backward Traceability](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-backward-traceability) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-backward-traceability` Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility and data integrity verification. - [Related Work Writing](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-related-work-writing) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-related-work-writing` Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use when writing or improving the Related Work section of a paper. - [Academic Paper Reviewer](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-academic-paper-reviewer) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-academic-paper-reviewer` Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, and Socratic guided modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper… - [Experiment Design](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-experiment-design) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-experiment-design` Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper. - [Math Reasoning](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-math-reasoning) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-math-reasoning` Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. Use when the user needs mathematical derivations, theorem proofs, notation tables, or statistical analysis formalization. - [Excalidraw Skill](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-excalidraw-skill) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-excalidraw-skill` Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1) draw or lay out diagrams on a live canvas, (2) iteratively refine diagrams using describe_scene and get_canvas_screenshot to see its own work, (3) export/import .excalidraw files or PNG/SVG images, (4) save/restore canvas snapshots, (5) conve… - [Data Analysis](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-data-analysis) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-data-analysis` Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper. - [Academic Paper](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-academic-paper) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-academic-paper` Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check (writing quality checklist for natural prose). Supports IMRaD, literature review, theoretical, case study, policy brief, and conference paper structures. APA 7.0 (default), Chicago, MLA, IEEE, Vancouver citation formats. Bilingual abstracts (zh-TW +… - [Latex Posters](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-latex-posters) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-latex-posters` Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication. - [Symbolic Equation](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-symbolic-equation) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-symbolic-equation` Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset, and LLM-proposed equation mutations. Use for symbolic regression and equation discovery. - [Literature Review](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-literature-review) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-literature-review` 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 wi… - [Deep Research](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-deep-research) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-deep-research` Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is organized by phase for clarity. - [Generate Image](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-generate-image) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-generate-image` Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead. - [Literature Search](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-literature-search) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-literature-search` Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography. - [Latex Formatting](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-latex-formatting) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-latex-formatting` Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission. - [Academic Pipeline](https://agentstack.voostack.com/l/skill-aravindan20-claude-research-paper-os-academic-pipeline) — Skill · Free · security-reviewed — `agentstack add skill-aravindan20-claude-research-paper-os-academic-pipeline` Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 9-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipe… --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. 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