Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research…
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants — from…
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…
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle.
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants — from…
Self-improving loop for plugin skills. Reads program.md, proposes one mutation per iteration, evaluates against deterministic scorer, keeps improvements via git, reverts failures.
Create an academic presentation as a LaTeX Beamer source and reviewed PDF with an original theme. Use when the requested deliverable is a conference, seminar, or lecture deck in…
Production-ready brief for short-form video — hook, shot list, on-screen text, audio plan, caption, CTA, aspect, length. Covers live-action + motion-graphic.
Generate research-backed content briefs with keywords, competitors, intent, and SEO strategy from a topic.
ALWAYS use when reviewing GitLab MR diff and posting review findings as MR comments via glab CLI. ALWAYS use when user mentions MR 리뷰, MR review, MR 검토, MR 코드 리뷰, MR 안전성 리뷰, MR…
Verify academic paper references — automated ground truth check + live arXiv verification + multi-agent cross-review protocol.
Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification.
Add Kaggle/Colab/local environment branching to a notebook copied from Kaggle. Use when you have a Kaggle notebook that needs to run on Colab or locally — inserts ENV detection…
Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive grounding, not a market report.
Academic paper review pipeline for computer vision LaTeX papers with professor, peer, and official reviewers
Post-session documentation chain — propagate changes through lab-notebook, journal, architecture, MEMORY, snapshot, and commit.
Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings
Research the user's arXiv/repo knowledge base using a MCP retrieval tool called lodestone to answer questions with paper-grounded and repo-grounded citations.
Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXi — from…
Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NP — from…
Master orchestrator for the AI-driven development workflow. Use when starting a new User Story / Issue implementation.
Escalate research discipline to a heavy verification fan-out over a TYPED FULL INVENTORY of the session's claims — assumptions, asserted facts, concrete specifics (paths,…
Fetch a Bug work item from Azure DevOps/Jira, find the affected component in the codebase, and save triage findings.
Closes the feedback loop for short-form video — scores a published post against its original brief and the matching short-form platform-intelligence catalog on a 4-dimension…
AI-powered web search via Exa with content extraction. Use when user says "exa search", "web search with content", "find similar pages", or needs broad web results beyond academic…
Verify claims, statements, or assertions by cross-referencing web, news, academic, and social sources. Produces a confidence-scored verdict with full evidence chain.
Inspect a live Fred deployment's scale-readiness, GDPR/data-hygiene posture, and Prometheus/Grafana KPI health, and surface concrete platform-improvement opportunities.
Investigate homelab infrastructure health using VictoriaMetrics and VictoriaLogs. Use for node health, pod issues, storage, network, and security investigation.
Turn a signal into testable hunt hypotheses, scope, datasets, and success criteria
Structured hypothesis formulation, experiment design, and results interpretation for Product Managers.
Use when the user invokes /inspirer or asks to brainstorm creatively, think outside the box, explore unconventional approaches, break out of stagnation, or generate…
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → deterministic rules-only adjudicator) against a paper via a…
Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 — from…
Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 — from…
Keyword research, find keywords, what keywords should I target, keyword analysis. Covers seed discovery, expansion, intent classification, qualitative difficulty assessment, and…
End-to-end Codex-native Amazon FBA research workflow using LaunchFast MCP. Use when the user wants a single report covering product research, IP risk, supplier sourcing, and PPC…
6つの検索API（Tavily/SerpAPI/Brave/NewsAPI/Reddit/Perplexity）を統合した最強リサーチシステム。 深層調査から出典付きレポート生成まで自動実行。 Use when: (1) user says「徹底調査」「深層リサーチ」「完全調査」「mega-research」, (2) user needs…
Migrate code from Perplexity's Sonar API (chat completions) to the Agent API (/v1/agent, responses.create).
Produces a research-backed negotiation prep packet for a specific contract or renewal — market data, supplier financial health, competitive alternatives, prioritized levers,…
最高精度統合リサーチ。Grok-4 Live Search + Exa(81%/1.4s) + Tavily + Brave + NewsAPI + GIS 31ソース +…
Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information.
Help prepare academic presentations, slides, and posters following Prof. Bingsheng He's (NUS) guidelines.
Public social channels command center — X/Twitter, LinkedIn, Threads, Bluesky, Mastodon. Routes reads via x-research-skill + x-mcp (or mcp__x-mcp__*), posts via Typefully MCP…
Maintains a persistent, folder-based log of all agentic-os experiment runs. Each run writes one dated file to context/experiment-log/ and updates index.md.
Validate and upload narrated paper videos to Bilibili with biliup. Handles required landscape-first/portrait-second submissions, series uploads, CST scheduling, diagnostics,…
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Design and prototype in Paper Design (app.paper.design) — read/write designs via MCP, convert to React/Tailwind code, import HTML/CSS, sync design tokens.
Download the TeX source (e-print tar.gz) of an arXiv paper from an arXiv URL or bare ID, and unpack it into paper_src/.
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.
DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a…
从 ~/papers/ 论文库中检索已读论文。支持按关键词、tag、作者、年份、最低评分过滤。每条返回一句话核心收获 + 跨论文关联建议。当用户想知道'我之前读过哪些相关的'、'我打过 5 星的 VLA 论文有哪些'、或想在写作中复用过往笔记时使用。
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements.
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.
Convert Beamer PDF slides into a fail-closed narrated MP4 with page-aligned narration, TTS audio, cover, and upload metadata.
End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report.
Automated pipeline: paper (PDF or TeX source) → SUSTech Beamer slides (11-section 论文分享 structure) → compiled PDF.
Orchestrate a paper PDF through MinerU, SUSTech Beamer slides, complete Chinese narration, landscape and portrait video, metadata gates, and Bilibili upload.
Get full paper details for a PubMed article by PMID - title, authors with affiliations, abstract, MeSH terms, keywords, publication types, DOI, and citation info.
Pre-Launch Quality Gate für Design- und Kommunikations-Assets. Pretestet jedes Design- oder Kommunikations-Asset bevor es rausgeht: Pitch Decks, Investor-Präsentationen, Landing…