An LLM chemistry agent with expert-designed tools for organic synthesis, drug discovery, and materials design. — from ur-whitelab/chemcrow-public
Compute RDKit-driven molecular properties (MW, logP, TPSA, QED, Lipinski) for a SMILES string to support downstream drug discovery tools.
Use when optimizing GitLab CI/CD pipelines for performance, reliability, or maintainability. Covers pipeline optimization and organizational patterns.
Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation
Google Cirq integration skill for quantum circuit design and execution on Google quantum processors
Research a company or person before a meeting, call, or pitch. Pulls Companies House data, LinkedIn context, sector background, and recent news.
Systematic literature review skill for clinical evaluation supporting regulatory submissions
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured analytical…
COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics
Deep library, dependency, framework, and API documentation research using Context7 MCP tools only. Use when you need up-to-date docs, version-specific API reference, migration…
Statistical process control chart creation and analysis skill with control limit calculation and special cause detection
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
Creates Architecture Decision Records (ADRs) and conducts research spikes for technical decisions using a structured 5-phase workflow: Research, Analysis, Decision, Documentation,…
A specialized tool for designing efficient and specific gRNA sequences for CRISPR-Cas9 experiments.
Find and execute cross-chain arbitrage opportunities. Scans prices across all chains, evaluates profitability after all costs (gas, bridge fees, slippage), assesses risk, and…
AI-powered integration of cryo-EM structural data with generative AI and molecular dynamics for structure-based drug design targeting flexible proteins and membrane complexes.
AI-powered circulating tumor DNA dynamics analysis for molecular residual disease detection, treatment response monitoring, and early relapse prediction using liquid biopsy.
Use when the user asks about usage analytics, statistics, token usage, or cost summary — e.g. 'usage stats', 'token usage', 'how many sessions this week', 'show me my numbers',…
Query DARPA programs, opportunities, and BAAs. Searches RSS feeds and Grants.gov API for defense research funding opportunities across all DARPA technical offices.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written.
Convert a DEE methodology proposal into executable experiment, baseline, ablation, diagnostic, and acceptance matrices.
Conduct comprehensive multi-dimensional research on any subject using coordinated AI research specialists
DESeq2 differential expression analysis skill with normalization, statistical modeling, and visualization
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and ge — from…
Deep research aggregator that searches Brave (Web), Perplexity (AI), GitHub (Code/Issues), ArXiv (Papers), YouTube (Videos), and Wayback Machine simultaneously.
AI-assisted literature review for question-answering over papers and evidence synthesis
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
AI-powered DNA methylation analysis using MethylGPT foundation models for epigenomic profiling, differential methylation detection, and cancer epigenome characterization.
Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings
Scaffold a new evidence bundle directory ready for reproducibility-grade evidence capture: SOURCE.md (operator + cluster + git SHA + UTC timestamp), summary.md (verdict skeleton),…
Expand all TaskMaster tasks with deep research before coding begins. Reads tasks.json, launches parallel research agents per task in waves using the research-expander agent.
Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing
Find recently-published CS/AI/ML researchers as ScholarFeed cold-outreach prospects. Given a research area (arXiv category or topic), pulls recent papers from the arXiv API,…
Fourier Transform Infrared spectroscopy skill for molecular identification and surface functional group analysis
Expert skill for gas turbine engine thermodynamic cycle analysis and optimization
Run GitHub Copilot CLI as a read-only sub-agent from Claude Code. Use when: (1) User says 'gco', 'copilot', or 'ask copilot', (2) Delegating code review or research to Copilot,…
AI-powered design of targeted gene panels for clinical and research applications including cancer diagnostics, pharmacogenomics, and rare disease testing.
Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity
GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
Display project statistics — phases, plans, requirements, git metrics, and timeline — from Gustavosareto/gerenciador-de-quadras
AI-powered analysis of hemoglobin disorders including sickle cell disease, thalassemias, and variant hemoglobins using HPLC, electrophoresis, and molecular data.
日本語ブログ記事から AI 生成文の特徴 (AI らしさ / AI くささ) を検出し、該当箇所と修正案を3点セット (検出 + 引用 + 修正案) で提示する。 自動修正は行わない。著者が判断して適用する。 Zenn / Qiita / Hatena 向け技術記事の推敲・公開前レビューで使用する。 Based on Wikipedia "Signs of…
Automated hypothesis generation using abductive reasoning and knowledge graph traversal
Hypothesis management skill for tracking business hypotheses through testing and validation
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
AI-powered analysis for predicting optimal immune checkpoint inhibitor combinations based on tumor microenvironment, biomarkers, and molecular profiling.
Use when comparing code or implementation against method descriptions in one or more source papers — covers decomposition of code into checkable claims (algorithm shape,…
End-to-end orchestrator that takes a NEW model from a bare HuggingFace id to a perf-lake-published, validated CROSS-ENGINE (vLLM + SGLang) champion on B200/GB300.
Fuse the four profilers -- nsys (timeline + kernel durations), ncu (roofline / occupancy / arithmetic intensity), zymtrace (CPU+GPU flamegraph), and DCGM (byte-grounded %SoL) --…
Produce quantized inference weights from a BF16/FP8 base checkpoint via a post-training-quantization (PTQ) pipeline -- instead of only ever pulling NVFP4 weights pre-quantized.
Daily intelligence briefing across two research domains: (1) Quantum Computation — trending X posts, hot papers from last 48h + 7d.
GLAW Strategic Intelligence Cell — Scientific & Technical Intelligence. Assesses technology for IP, export-control, CFIUS, and tech-diligence matters: AI capability assessment,…
Multi-source research orchestrated across a persistent agent team. Use for queries asking for research-style investigation of a topic — comparing, contrasting, surveying,…
Remove AI writing patterns based on Wikipedia's "Signs of AI writing" research. 24 pattern detection and rewriting rules for making AI-generated text sound natural.
Use when defining GitLab CI jobs, configuring scripts, setting up environments, or managing job dependencies. Covers job structure and execution options.
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
LAMMPS molecular dynamics skill for nanoscale system simulation with force field management
LAMMPS molecular dynamics simulation skill for atomistic simulations, force field setup, and large-scale parallel computations
LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting
Research a UK legal question and produce a structured brief. Finds relevant legislation with section text, case law, OSCOLA citations, and a plain English summary.