Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends — from…
Use when systematically gathering, reading, and synthesizing a body of economic research for an Annual Review of Economics (ARE) review — coverage discipline and avoiding citation…
General-purpose Are.na research agent. Searches Are.na for curated collections, references, visual inspiration, and linked resources across any topic.
Argentine Supreme Court citation network analysis using JurisRank — a peer-reviewed PageRank algorithm with temporal decay for measuring jurisprudential authority.
Argue ONE FINISHED written research claim to an absent reviewer, or critically appraise ONE paper's argument, method, and validity.
Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research…
ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration. Configures MCP servers for cross-model adversarial review, installs Python tools, and validates…
Verify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has anyone done this", or wants to verify a research idea is novel…
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 s — from…
Generates structured U.S. art law summaries with Bluebook citations, doctrinal analysis, and stakeholder guidance.
Search, download, and summarize academic papers from arXiv. Use when user says \"search arxiv\", \"download paper\", \"fetch arxiv\", \"arxiv search\", \"get paper pdf\" — from…
Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an…
Fetch and summarize arXiv papers. Search by topic, read specific papers by ID or URL, and get plain-language summaries.
Search and retrieve academic papers from arXiv.org using WebFetch and Exa. No MCP server required - uses existing tools to access arXiv API directly.
Fetch and extract full text from arxiv paper HTML pages. Invoke when user asks to read an arxiv paper, analyze a paper's content, or when given an arxiv ID/URL.
Download arXiv LaTeX sources and PDFs into title-based paper folders, keep English source and Chinese source trees separate, maintain a concise glossary while manually translating…
Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions…
Download and analyze academic papers from arXiv. Use when users want to download a specific paper by ID (e.g., "download paper arxiv:1234.5678") or read/analyze papers they've…
Search, download, and summarize academic papers from arXiv. Use when user says \"search arxiv\", \"download paper\", \"fetch arxiv\", \"arxiv search\", \"get paper pdf\" — from…
Full ascent-research CLI — incremental, resumable research sessions driven from a Claude Code or Codex instance.
Use when auditing an ASE (IEEE/ACM Automated Software Engineering) research-track submission for HotCRP readiness, covering the ACM acmart sigconf template and the 10+2 page…
Use when planning an ASE (IEEE/ACM Automated Software Engineering) research-track campaign backward from the deadline, through abstract registration, the double-anonymous…
Diagnose, explain, and improve an evidence-gated, protocol-relative ASI-proxy readiness regime using K. Takahashi's pinned papers and public repositories.
Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS…
Use when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or…
Use when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for quantitative and demographic work, case selection…
Drive quantitative analysis, factor diagnostics, and reporting for ATFT-GAT-FAN outputs.
Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions.
Use when researching an Australian tax question for a file note or draft advice: frame the question, verify each primary source and its status for the period, record alternative…
Audit a Lab (MVE or Project) to identify missing user-facing functionalities — setup, infrastructure, execution methods, debugging, testing, validation and clean up.
Audit user experience quality using research-backed frameworks: Nielsen Norman Group's 10 usability heuristics, Intuit Content Design System for microcopy, Google's HEART metrics,…
Comprehensive red-teamed Australian legal research on freely available databases — AustLII, CaseLaw NSW, the legislation registers, BarNet Jade (free tier), and web search.
Làm việc với AusyncLab voice và Text-to-Speech API để liệt kê voice, gợi ý voice cho creative plan, lưu setting voice ưa thích, sinh audio narration mp3 hoặc wav, và (tùy chọn)…
Verifies legal citations and retrieves source material using the case.dev Legal Research API and CLI.
Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…
Orient before /auto starts. Loads the hypothesis JSON from lib/auto-detect.sh, surfaces one action line, dispatches when ambiguity is null, or asks one blocking question when it…
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.
Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds.
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding re — from…
Autonomous cold email campaign launcher. Takes one target company domain, scrapes their website, generates an ICP with Claude, pulls matching leads via Prospeo, enriches emails +…
Lets agents operate Google NotebookLM/Gemini Notebook through a Python API, CLI, skill, MCP server, or REST server to create notebooks, add sources, ask cited questions, generate…
Use NotebookLM through MCP or a local REST API to run cited Q&A, generate Studio artifacts, and manage high-volume research batches.
Autonomous deep research agent that reads all files in the active directory, performs exhaustive multi-round literature research using web search and Brightdata scraping tools,…
Run bounded autonomous research iterations with evidence gates, recovery ledgers, and optional cross-agent handoffs; prefers host-owned multi-agent panel with single-path drive…
Offline runtime helper for loop ledgers plus headless drive, host-owned panel phases (--panel on, auto, or off), and the default cross-platform force-loop kit…
Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch.
Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately.
Generates email sequences for different contexts. Currently supports event follow-up sequences. Produces ready-to-send emails with subject lines, body copy, and timing guidance.
Karpathy AutoResearch Pattern -- autonome Experiment-Loops die overnight 100 Iterationen ohne menschliches Eingreifen durchfuehren.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Autonomous UX violation fixer. Scans for hardcoded colors, Navigator.push, raw Material colors, missing Semantics. Fixes ONE file per iteration.
Produces structured aviation law summaries with Bluebook citations covering U.S. and international regulatory frameworks, treaties, and case law.
Produces an enforcement-aware Animal Welfare Act compliance audit for USDA/APHIS-regulated facilities. Maps Form 7002 inspection citations to verified 9 C.F.R.
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
Expert SRE investigator for incidents and debugging. Uses hypothesis-driven methodology and systematic triage. Can query Axiom observability when available.
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support — from axolotl-ai-cloud/diff-transformer