X-ray scans articles (blog posts, essays, opinion pieces) to extract the real question and cognitive collisions. Use when user shares a non-academic article URL or text for deep structural analysis. Do NOT use for academic papers (use ljg-xray-paper) or books (use ljg-xray-book).
用于产品匹配推理场景。适用于金融工作中的基础任务单元。
用于产品匹配推理场景。适用于金融工作中的基础任务单元。
用于产品匹配推理场景。适用于金融工作中的基础任务单元。
What tokens is smart money accumulating before they pump? Token screener with SM filter cross-referenced against netflow.
Entry point for STPA (System Theoretic Process Analysis) hazard analysis. Guides through all 4 steps sequentially. When starting a new STPA analysis session. When the human partner mentions safety analysis, hazard analysis, or risk assessment. When analyzing control systems for potential failures.
STPA Step 4 - Identify Loss Scenarios by tracing causal pathways back through control loops to understand why UCAs might occur. After completing STPA Step 3. When you need to understand WHY unsafe control actions might happen. When developing recommendations and mitigations.
Alternative splicing analysis — PSI quantification, differential splicing event detection from rMATS/SUPPA2 output.
Protein/peptide quantification (LFQ, TMT, DIA) using MaxQuant LFQ, DIA-NN, or Skyline.
Differential protein abundance testing using MSstats, limma, proDA, and scipy/statsmodels for Python. Multiple testing correction with BH FDR.
Annotate putative doublets in single-cell RNA-seq data using Scrublet, DoubletDetection, DoubletFinder, scDblFinder, or scds. The wrapper preserves the current AnnData matrix semantics, standardizes output columns in `obs`, and exports a reusable figure/table gallery.
Database search for peptide/protein identification using MaxQuant, MS-GF+, Comet, or Mascot.
Feature quantification, missing value imputation, and normalization for metabolomics data.
Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis
Token holder distribution, concentration metrics, insider detection, and supply analysis for Solana tokens
Atomic state management with auto-dependency tracking
Remove visible Gemini AI watermarks from images via reverse alpha blending. Use for cleaning Gemini-generated images, removing the star/sparkle logo watermark, batch watermark removal.
Classifies task complexity (1-10) for model and agent routing
[DEPRECATED] Use /research skill with Zai MCP instead - Optimal patterns for MiniMax MCP tools
Physics explanations for common NeqSim results. USE WHEN: users ask 'why' about simulation results, when explaining unexpected behavior, or when adding educational context to notebooks and reports. Maps common engineering phenomena to plain-language explanations.
Input validation rules for NeqSim simulations. USE WHEN: setting up thermodynamic systems, process equipment, or running simulations. Catches physically impossible or suspect inputs before simulation runs, saving time and providing corrective guidance.
