MCP App StoreMCP App Store
from ai-collab-playbook210
Run a structured, no-omission review of near-final ML conference papers: section-by-section edits, prioritized P0/P1/P2 issue list, and rebuttal drafting.
Run a two-view review for ML conference submissions: (A) a section-by-section critique with concrete edits and (B) a prioritized P0/P1/P2 issue list with verification notes. It also supports drafting professional rebuttals and revision plans while enforcing guardrails such as no hallucinated citations and preservation of LaTeX semantics.
Use this skill for pre-submission QA (ICML/ICLR/NeurIPS/AAAI) when a draft is mostly complete and you want clarity, citation checks, or a camera-ready polish. Also use after receiving reviewer comments to classify feedback and draft point-by-point rebuttals. Do NOT use for initial drafting or inventing new experiments.
Best suited for agents with strong text-editing and research tooling (Claude Code, Codex, Copilot-style agents). The workflow expects access to file-reading and document inspection tools.
Pure instructional skill (no scripts) for structured ML conference paper review with section-by-section critique and P0/P1/P2 prioritized issue lists. Also supports rebuttal drafting. Well-organized with references/ modules and clear output contracts. Strong guardrails against hallucinated citations and data exfiltration. Niche but genuinely useful for ML researchers preparing submissions.
Clean skill with no security concerns. Well-structured modular architecture with progressive disclosure via references/. Two execution modes (targeted/full-parallel) is a nice design pattern. The parity guarantee approach for consolidating legacy skills is thoughtful.
OpenTestAI
Automated, high-confidence AI testing: bug detection, persona feedback, and prioritized test-case generation using many specialized tester profiles.
PPT as Code
Creator-first workflow to plan and build HTML-first presentations with staged modes (quick/basic/advanced), optional PPTX export, and clear QA and image plannin
Research Information Lookup
Find and synthesize current research and academic papers with automatic backend routing (Parallel Chat API or Perplexity) and structured citations.
Office & Design Toolkit
Comprehensive toolkit for processing and producing DOCX, PPTX, XLSX and PDF files plus design guidance and quality checks for professional office documents and
arXiv Paper Search & Download
Search arXiv, fetch paper metadata, download PDFs, and produce concise summaries for academic papers (ID or query).
Learn: From Raw Materials to Published Output
Run a disciplined six-phase research-to-publish workflow (collect, digest, outline, fill, refine, publish) for deep domain research and article preparation.
Turkey Build
Multi-agent app builder and orchestrator: bootstraps projects, creates feature branches, and runs runtime-verified builds with a PM conductor and QA gates.
AIOS Test Architect & Quality Advisor
Advisory agent that reviews test architecture, creates quality gates, assesses risk, and suggests test strategies and improvements.