paper-reviewer
Comprehensive pre-submission review orchestrator. Coordinates methodology checks, bias detection, AI text detection, statistical validation, and reporting guideline compliance for journal submissions.
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Comprehensive pre-submission review orchestrator. Coordinates methodology checks, bias detection, AI text detection, statistical validation, and reporting guideline compliance for journal submissions.
Evaluates investment risks, performs Monte Carlo simulations, and generates risk reports. Use when analyzing portfolio risk, stress testing, or regulatory compliance.
Provides a deep understanding of chemistry through a technical-philosophical approach, for research and education tasks. In research tasks, you will use technical and logical understanding of the subtopics of t...
Test speleothem earthquake detection against modern earthquake catalogs. Use when validating methodology, checking if cave detects known earthquakes, building validation matrix. Triggers on "validate cave", "te...
Check if a speleothem anomaly correlates with volcanic eruptions. Use when ruling out volcanic false positives, checking eVolv2k/VSSI records, or validating seismic interpretations. Triggers on "volcanic check"...
Master tidy modelling patterns for ITC analyses following TMwR principles. Covers workflow structure, consistent interfaces, reproducibility best practices, and data validation. Use when setting up ITC analysis...
Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and prediction to target populations. Use when conducting or reviewing ML-NMR analyses.
Uses Oura ring data to make energy-aware decisions about scheduling, task prioritization, and recovery recommendations. Understands HRV, sleep quality, readiness scores, and their implications for productivity.
Enables Claude to conduct comprehensive research using Gemini Deep Research for in-depth analysis and reports
Compare drug prices with GoodRx - find medication discounts, compare pharmacy prices, and access coupons
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data. Use for biology research, protocol searches, sequence analysis, or scientific data handl...
Run acoustic simulations on horn geometries using BEM analysis. Use when evaluating horn performance, analyzing impedance curves, calculating polar patterns, or scoring geometry variations. Returns acoustic met...
Draft scientific research manuscripts from research data. Use when user wants to write a research paper, has a project folder with papers, data, figures, and a GitHub repository link. Orchestrates context-inges...
Review and critique a scientific manuscript, identifying critical issues with detailed explanations and recommendations. Produces a structured review with accept/revise/reject recommendation.
Perform rapid initial screening using only sanctions, PEP, and adverse media checks for quick risk assessment
Screen entities against OFAC SDN, UN, EU, and other sanctions lists to identify compliance risks and regulatory violations
Cross-agent learning with cm (cass-memory). Use before starting non-trivial tasks, when looking for patterns from past work, when the user mentions "cm", "memory", "learned rules", or "what do we know about".
Detect legacy patterns and guide compatibility decisions.
Read/write FASTA, GenBank, FASTQ files. Sequence manipulation (complement, translate). Indexed random access via faidx. For NGS pipelines (SAM/BAM/VCF), use pysam. For BLAST, use gget or blat-integration.
NCBI BLAST sequence similarity search using BioPython. Use when a user wants to run BLAST programmatically with blastn/blastp and retrieve results in JSON format.
Expert technical document reviewer. PROACTIVELY review ADRs, Design Docs, and RFCs for quality, completeness, and principle alignment after creating or updating technical documents.
Classifies information into PACER categories (Procedural, Analogous, Conceptual, Evidence, Reference) and recommends appropriate digestion protocols. Use when learning new material, studying, reading educationa...
Analyze therapy session transcripts or journal entries. Identifies cognitive patterns, emotional themes, and tracks progress over time. Automatically references recent analyses for context. Use for session anal...
One-step preference alignment using Odds Ratio Preference Optimization (ORPO) (triggers: ORPO, preference optimization, alignment, ORPOTrainer, log_odds_ratio, binary preference).
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。