Write the next book of the course: its chapters and every lesson inside them, ready to teach. Reads the plan, runs a short research pass only for chapters that need one, then…
Scaffold an experiment folder at experiments/YYYY-MM-DD-/ with README.md, notes.qmd, config.yaml, results/, log.md, metrics.json.
Use when targeting New Journal of Physics (NJP) or deciding whether a broad-physics manuscript fits this open-access IOP/DPG venue.
Assistant for splitting a high-level objective (not yet shaped into User Stories) into several concrete User Stories.
비어있는 현재 디렉토리를 "누구나 술술 읽고 이해되는" 논문 학습 환경으로 부트스트랩한다. PDF 전체 + 필요한 외부 배경지식까지 조사해 notes 7개와 glossary를 서사형으로 채운다. 결과물은 원문 대신 이 파일들만 읽어도 이해되게 만드는 것이 목표.
Guides privacy impact assessment for emerging technologies including IoT, blockchain, AR/VR, quantum computing, and digital twins.
Scaffold a new paper-plane tutorial content file with schema-valid frontmatter for championnatavionpapier.fr. Use when creating a new tutoriel under src/content/tutoriels/.
Use when defending the research design of a New Media & Society (NM&S) manuscript — informant/site logic for interviews and digital ethnography, sampling and coding for…
Use when handling research ethics, transparency, and data sharing for a New Media & Society (NM&S) manuscript — consent and anonymization, the ethics of scraping and platform ToS,…
Frontier search models with multi-angle research on every query. CellCog combines deep reasoning with SOTA search to produce accurate, comprehensive news briefs, reports, and…
Generate self-contained HTML broadsheet newspapers to explain any subject worth reporting — project status, reviews, dispatches, reports, or anything else.
Use for external research, source discovery, trend analysis, competitive intelligence, and gathering current information before writing or analysis.
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public data — from…
Create scalable, containerized bioinformatics pipelines with Nextflow DSL2 supporting Docker, Singularity, and cloud execution.
Dataflow workflow engine for scalable bioinformatics pipelines. Defines processes (containerized tasks) connected by channels; runs local, HPC (SLURM/SGE), cloud (AWS/GCP/Azure),…
Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation.
Run or plan bulk RNA-seq FASTQ-to-count processing with sample-sheet, strandedness, genome annotation, alignment or pseudoalignment, MultiQC, and count-matrix QC checks.
Run or plan targeted DNA panel variant workflows that use UMIs, duplex consensus reads, molecular barcodes, low-frequency calling, target coverage, and panel-specific QC.
End-of-day planning brief for tomorrow. Reads tomorrow's Google Calendar (primary + TimeBlock), today's morning brief for carry-over tasks, and relevant project hub Current State…
Map open problems where this repo can advance SOTA. Use when scoping research. Do not use to run the campaign; use night-market-completion-integrity-campaign.
Turn hunches into accepted results: worthiness score, evidence bar, research-to-rules. Use when vetting ideas. Not for QA; use night-market-validation-and-qa.
Reference for nimble search command. Load when searching the live web. Contains: all flags, 8 focus modes (general/coding/news/academic/shopping/social/geo/location), sea — from…
Configure TimeGPT fine-tuning on custom datasets with Nixtla SDK. Use when training domain-specific forecast models. Trigger with 'fine-tune TimeGPT' or 'train custom model'.
Provides expert Nixtla forecasting using TimeGPT, StatsForecast, and MLForecast. Generates time series forecasts, analyzes trends, compares models, performs cross-validation, and…
Manages Google NotebookLM notebooks via the nlm CLI. Use for creating notebooks, listing and syncing sources, uploading files/URLs/text, chatting with sources, generating…
Compétence professionnelle en recherche en traitement du langage naturel et grands modèles de langage suivie sur arXiv sous cs.CL, cs.LG et cs.AI.
Aligns Python interpreter and pinned deps before installing NLP research repos from requirements.txt or environment.yml.
Use when when you have normalized peak intensity matrices from FT-ICR MS data or other high-resolution metabolomics experiments and need to visualize sample relationships and…
Use when you have a trained multitask machine learning model for structure prediction, test set molecules with paired ¹H and ¹³C NMR spectra, and need to understand the marginal…
Use when you have proton (1H) and carbon-13 (13C) NMR peak measurements from a molecular sample and need to classify the molecule using the SMART 3 deep learning API.
Use when when working with raw 1H NMR FID data acquired on instruments like Bruker Avance spectrometers that require baseline correction, phase adjustment, and signal alignment…
Use when you have 1D NMR spectra (¹H or ¹³C or both) for an unknown organic compound with ≤19 heavy atoms and need to rapidly predict its molecular formula and connectivity graph…
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution.
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution.
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution.
Forces the model to think twice before making any factual claim. Use to prevent false claims, fabrications, and overconfident guesses from slipping into output.
Expand seed keywords into comprehensive keyword lists using NodesHub Query Fan-out API. Generates related queries, questions, long-tail variations, and topic clusters.
Provides domain-specific best practices for Node.js development with TypeScript, covering type stripping, async patterns, error handling, streams, modules, testing, performance,…
Use always when writing code, debugging, reviewing code, researching docs/papers/APIs, recalling earlier conversation, taking user corrections, or answering any technical question…
Use when you have metabolomics intensity data with peak annotations, and you want to rank and prioritize metabolite groupings (Molecular Families, Mass2Motifs, or other…
Generates complete conventional non-oncology diagnostic machine-learning research designs from a user-provided disease context, optional mechanism theme, and validation d — from…
Decentralized coordination network for AI agents on Base (Ethereum L2). Use when an agent needs to register an on-chain identity, publish content, message other agents, hire a…
Quality control and normalization for metabolomics data. Covers QC-based correction, batch effect removal, and data transformation methods.
Stop spending your mornings hunting for news, trends, and updates across a dozen tabs. The Supercharged Daily Briefing turns OpenClaw into a production-grade research team that…
Summarize and analyze research notes created by research-assistant. Features: generate summaries, extract keywords, search within topics, list all topics.
Expert guidance for auditing, refactoring, and designing machine learning Jupyter notebooks with production-quality patterns.
NotebookLM CLI automation for this workspace: authenticate/login, list/create/use/rename/delete notebooks, ask/configure chat, manage sources/notes/sharing, research status, and…
Guide for managing Google NotebookLM from the command line using nlm CLI. Use when the user wants to create notebooks, manage sources, generate audio overviews, or mentions…
NotebookLM MCP server management - query notebooks, add from share links, handle auth, reset sessions.
Advanced conversational research and document analysis with session-based RAG. Upload documents, ask questions with context preservation, synthesize knowledge across sources, and…
Rules for categorizing notes into planning, programming, and biology directories. Includes keyword matching, file formatting, and special commands like TODO archival.
Where an agent-created document belongs: scratch `notes/` that dies with the worktree, or durable `~/notes///` that outlives the branch.
Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
Create a Notion database for tracking tasks related to a specific research topic. Use when the user wants to set up a Notion research tracker, create a Notion database for a…
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with — from…
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with — from…
Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages.
Pull up to 5 "To do" tasks from a Notion research tracker database, flip them to "In progress", spawn a planning-then-executing research subagent for each, and write the findings…
Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is — from…
Verify research idea novelty against recent literature. Use when user says \"\u67e5\u65b0\", \"novelty check\", \"\u6709\u6ca1\u6709\u4eba\u505a\u8fc7\", \"check novelty\", or…