Install reusable Codex or Claude Code skill bundles for Nature-style manuscript polishing, academic writing, citations, paper reading, response drafting, data handling, slides,…
Create persistent investment-research workspaces where agents process market data, filings, models, charts, and thesis updates over time.
Run a pre-registered quantitative experiment with held-out fixtures, multi-model k=5 execution, statistical verdict, and evidence write-back.
Give an agent curated scientific workflows, databases, and domain-specific guidance when general prompting is not reliable enough for research-heavy work.
Use Khoj to connect private knowledge and web sources, create a custom agent, and schedule recurring research or notification workflows.
Use tldw_server when an agent workflow needs to ingest video, audio, documents, and web pages into a local research layer with RAG, evals, OpenAI-compatible APIs, and MCP access.
Use when about to execute Ruby code, run a benchmark, or invoke bundle/irb for any part of this talk repo.
Send a sliced 3MF (or slice an STL/SCAD first) to a Bambu Lab X1C via Bambu Cloud and start the print.
Use to create a new research project from the template via conversation — no terminal, no `cp` commands.
定时研究监测器：围绕已有文档或给定 topic 理解当前研究方向，按最近一段时间持续检索 arXiv、官方 benchmark 页面、数据集页面、公司官方博客和权威技术来源，生成中文增量证据摘要与待更新候选项。适合 recurring research、自动化巡检和新证据跟踪时调用。
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation — from…
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation — from…
Find academic papers, explore citations, and export BibTeX. Use when asked about research papers, references, citations, bibliography, or scholarly information.
Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text.
Provides pre-kindergarten readiness checklists covering academic foundations, social-emotional skills, self-care abilities, and first-day preparation logistics.
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propo — from…
Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic…
Translates dense scientific terminology from academic papers, press releases, or expert interviews into plain English a journalist can quote or paraphrase.
Use when targeting 《科研管理》(Science Research Management — 中国科学院科技战略咨询研究院主办的科研/创新管理月刊, 1980 年创刊) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying re — from…
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying re — from…
Generate BibTeX from DOI metadata and check open-access status on iOS through AMA native intents instead of citation scripts.
Reviews scientific documents for logical clarity, argument soundness, and rigor by auditing hypothesis-data alignment, claim-evidence chains, quantitative precision, hedging…
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks — from…
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks — from…
Debug by turning a belief about the code into a falsifiable hypothesis, predicting an observable, and running the one probe that can refute it.
Build and operate the "Scientific Hypothesis Prioritization for legal and policy workflows" capability for legal and policy workflows.
Assess paper and journal impact using OpenAlex citation counts, optional Altmetric data, and curated journal impact-factor references.
Scientific manuscript writing: IMRAD, citation styles (APA/AMA/Vancouver/IEEE), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA/ARRIVE), writing principles…
The scientific method as an epistemological framework for producing reliable knowledge. Covers observation, question formation, hypothesis construction, experimental testing, data…
Summarises a scientific paper in plain language — covering the research question, methodology, key findings, limitations, and implications — so a journalist can accurately report…
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and…
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs.
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points).
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs.
Scientific-paper search, metadata enrichment, PDF download, and BibTeX library management for the SciTeX ecosystem.
Query the ExoPriors Scry API -- SQL-over-HTTPS search across 229M+ entities spanning forums, papers, social media, government records, and prediction markets.
Use Zotero MCP to let research agents search papers, retrieve metadata, inspect annotations, and analyze citation context from a Zotero library.
General and specialized search engines — Google dorking, code search, academic research, and passive Google dork automation.
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
Prior art search for invention|patent claim. Patent + non-patent (academic, products, OSS), defensive pubs, standard-essential patents.
Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive — from…
Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive — from…
Evidence group skill. Synthesizes published industry reports, benchmarks, regulatory filings, academic research, and analogous-domain case studies to substitute or augment direct…
Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology, cellular automata) with…
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective. Systematic check across 10 categories with research-type branching.
Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Use when searching academic papers, looking up citations, finding authors, or getting paper recommendations using the Semantic Scholar API.
Performs keyword research using SEMrush API v3 with domain analytics, keyword difficulty scoring, and SERP feature detection.
Access research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media…
Multi-step reasoning engine for complex analysis and systematic problem solving. Use when: (1) Complex debugging scenarios with multiple layers, (2) Architectural analysis and…
헤르만 바빙크(Herman Bavinck, 1854-1921)의 신학을 토대로 설교 주제를 개발하고 깊이 있는 메시지를 형성하도록 돕는 코칭 스킬. 바빙크의 마그눔 오푸스 『개혁교의학(Reformed Dogmatics, 4권, Baker Academic 2003-2008 / 원작 Gereformeerde…
Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints.
Automates academic research using the SerpAPI Google Scholar endpoint. Extracts citation graphs, h-index data, and co-author networks for literature reviews.
Use when defending the research design of a Social Forces (SF) manuscript — causal identification for quantitative work, formal demographic design, case selection and process…
Use when an agent should remember to ask Shellbrain for targeted recall at task start, subproblem changes, repeated failures, hypothesis changes, or closeout.
Use when Codex should get up to speed in any repo with the installed shellbrain CLI, or when work shifts to a new surface, repeated failure suggests prior memory may help, a…
Turn the operator's one-line product hypothesis into the 8 ship-day blocks from `workflows/ship-a-product-in-a-day.md` — night-before frame, domain + repo, skeleton, forms +…
Use when implementing a Signal Lab PRD slice end-to-end through a phased, resumable pipeline. Delegates work to subagents, keeps context in execution files, and optimizes for…