Use when when you have mass spectrometry imaging root datasets paired with accompanying .mat workspace files (as in the B73 and Oaxacan Green genotypes from Sama et al.
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific…
Low-level Python plotting for scientific figures: publication-quality line, scatter, bar, heatmap, contour, 3D; multi-panel layouts; fine control of every element.
MATRIZ-ADERENCIA-TESE — Camada C4 do prisma-julgador-os. Julgamento LLM sobre dado real: cruza a tese da peça com os precedentes que a varredura-jurisprudencial-orgao validou por…
Use when targeting Matter (Matter) or deciding whether a materials manuscript fits this Cell Press primary-research venue spanning atoms to systems with societal relevance.
Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and…
Run MatterSim workflows for batch structure relaxation, molecular dynamics, model finetuning, and post-MD ionic conductivity analysis on crystal structure datasets..
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.
Create well-formed tasks for the MAW pipeline. Use when the user says "add a task", "create a task", "new task", or describes a feature/fix/refactor that should be tracked — even…
After deep-research subagents land target threads + accounts + drafts, build TODAY's turn-key plan — a tight set of events in Maya's today's-posts queue (shown in the app's Plan…
Session-closing skill that helps users wrap up intentionally. Use when: user says done, wrapping up, end my day, closing out, call it a day, goodnight, that's it for today,…
CREATE organic content scripts (Reels, TikTok, carousels, static posts). Use when user wants to GENERATE new scripts from concepts.
Compose a site brief from offer.md + audience.md + voice.md + research files + the operator's dial / archetype picks. Used by /mb-site as the brief-drafting step.
Combined research, decision, and codification workflow. Use when: (1) Exploring a question before committing (2) Making a decision that needs documentation (3) User says — from…
Create and maintain personal wikis using Commune Wiki architecture. Use when: (1) Setting up a new wiki from the commune-wiki template (2) Personalizing wiki (name, avatar, social…
Use when running McKinsey-level market research and strategy analysis - competitive analysis, TAM analysis, pricing strategy, go-to-market planning, and business strategy.
Statistical/data-analysis modeling lead for COMAP MCM/ICM Problem C. Use when you need to interpret C题需求、检查题目数据是否足够/是否允许外生数据、制定可验证的统计/机器学习建模方案，并输出不确定性区间与稳健性分析。
Web research & external data acquisition specialist for MCM/ICM Problem C. Use ONLY when the problem statement explicitly allows or requires external/exogenous data, or when you…
Skills for using MCP tools to enrich architectural analysis with external context. Use when researching patterns, gathering documentation, analyzing codebases, or accessing…
Use when tasks require current, source-backed technical information from MCP tools. Apply for library/API questions, dependency version checks, third-party integration work,…
Discover, profile, and evaluate MCP servers for a given domain or purpose. Use when searching for MCP servers to add to a project, comparing server capabilities, enriching the…
Use when choosing or configuring MCP servers for research work, when a literature, reference manager, or scholarly search server needs a trust check before installation, or when…
Use when you must prove a claim about this repo's token budgets, description trigger-reliability, hook-blocking behavior, multi-agent session cost, or a counter's trustworthiness…
Execute the BACKPROPAGATION phase of MCTS to update node statistics from leaf to root
Plan molecular dynamics post-processing for materials simulations, including RDF, MSD and diffusion, VACF/VDOS, coordination numbers, bond-angle distributions, stress-strain…
Use when Codex creates or updates a Markdown document intended for user review, delivery, planning, reports, summaries, research notes, specs, PRDs, architecture docs, or other…
Generate step-by-step implementation plan from research
Trade mean reversion setups in the style of Scarface Trades, the mean reversion specialist known for mathematical precision and statistical edge.
Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration.
Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations.
Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence…
Measurement discipline for claims that rest on data. Use when deciding on an experiment result, setting a threshold (閾値) or guard, choosing an observation period (観察期間) or when to…
Research, write, code, analyze, present, and develop proposals for thermal-fluid mechanical engineering work with source-aware rigor.
Bridges a traditional healing concept to modern neuroscience and physiology, naming what's established versus speculative.
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution.
Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching.
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library fi — from…
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library fi — from…
Fetch medical references (PubMed, PMC, EuropePMC, RACGP/ACRRM/AMC exam reports, AJGP, AIHW, ClinicalKey, UpToDate, AMH, eTG, Murtagh, plus 8 generic publishers via USyd…
Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Searches/appraises biomedical, clinical and rehab evidence in PubMed, PEDro and Cochrane. Use for effectiveness, dose, harms, diagnosis, prognosis, statistics/MCID, GRADE,…
Use when a task involves routing a possible safety-related event associated with an imaging AI workflow to record whether the work is research, engineering, or an approved…
Use when a task needs the judgment of a Medical Laboratory Scientist (Medical Technologist) — deciding whether a QC-failing analyzer run can release patient results, working a…
Use when a task needs the judgment of a Medical Laboratory Technician — deciding whether to release a chemistry result against a Westgard QC violation, screening a specimen for…
Retrieves scientific papers from PubMed and creates plain-language research summaries. Use when users ask about medical research, scientific studies, clinical trials, disease…
Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers.
Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current…
Résume prudemment des articles, recommandations ou contenus médicaux. À utiliser quand l'utilisateur demande une synthèse scientifique, une revue rapide, ou veut comprend — from…
Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research.
Investigador médico senior. PubMed, evidencia clínica, systematic reviews, guidelines, farmacología.
Generate daily or on-demand medical research briefs for any medical specialty. Searches latest research from top-tier journals, delivers concise summaries with 1-sentence…
Medical research standards including IRB/Helsinki ethics, HIPAA, MeSH terminology, and ICMJE authorship criteria
Vector database retrieval and evidence-based answering for medical research topics. Use when users need knowledge-base-backed answers about methodology, disease mechanisms, drug…
Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Support medical understanding from patient education to clinical practice and research.
Produce narrated spoken-word audio and video — a warm voice over one or many still images — entirely offline with open-source tools (Kokoro TTS + ffmpeg, no API key or GPU).
Daily meeting preparation system that checks your calendar each morning, deeply researches external attendees (LinkedIn, company info, GitHub, past notes), and sends you…
Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance — from…
Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance — from…
Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance — from…