Claude Skills by stanfish06

Produce a Rating Pitch Report for a company using Moody's GenAI MCP tools, delivered as a self-contained HTML file saved to disk. Use this skill whenever the user asks to create a rating pitch, rating pitch deck, credit pitch, rating presentation, rating pitch report, or rating HTML report. Also trigger when they ask for a comprehensive credit overview combining sector analysis, company financials, SWOT, peer comparison, and ESG into a single report or presentation. Trigger even if they just ...

Produce a Sector Brief HTML report for any industry sector using Moody's GenAI MCP tools and web research. Use this skill whenever the user asks to analyze a sector, write a sector report, do an industry analysis, create a sector overview, or generate a sector deep-dive. Trigger even if they just name a sector and mention "analysis", "overview", "outlook", "report", or "deep-dive". Also trigger for phrases like "what's happening in the retail sector" or "give me a sector breakdown for aerospa...

Generates a morning briefing that triages your inbox and previews your day using the Superhuman Mail MCP server — acting as an AI chief of staff. Use this skill whenever someone asks to \"brief me on my day\", \"triage my inbox\", \"what's important in my email\", \"summarize my unread emails\", \"what do I need to deal with today\", \"chief of staff briefing\", \"morning update\", \"inbox summary\", \"what emails need my attention\", \"clear my inbox\", or any variation of wanting a prioriti...

3D Morph PPT — extends morph-ppt with GLB model insertion, cinematographic camera, model-content layout, and enriched visual design system.

Use this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style continuous motion, shapes that grow / move / rotate as the slide advances. Trigger on: 'morph', 'morph transition', 'smooth transition', 'continuous animation across slides', 'Keynote-style transition', 'animated slide sequence', 'shape continuity across slides'. Output is a single .pptx. This skill is a scene layer on top of officecli-pptx — inherits every pptx v2 rule (...

Generate multiple sequence alignments (MSAs) for protein sequences using the ColabFold MSA-Search NIM. Use for homolog search, UniRef30/ColabFold env searches, A3M or FASTA alignments, paired MSA search for complexes, PDB70 structural templates, hosted NVIDIA API calls, or local Docker deployment. For local deployment, download the databases in parallel with aria2c and launch via NIM_MODEL_NAME (the recommended default fast path, ~14 min vs over 80 min for the built-in downloader); a plain do...

NOTE: your protein sequence and the retrieved MSA alignment are transmitted to external NVIDIA-hosted APIs (health.api.nvidia.com) on every call. Use local NIM containers for confidential or proprietary sequences. Run a complete protein structure prediction pipeline using NVIDIA BioNeMo NIMs: search for MSA alignments with MSA-Search (ColabFold), then predict the structure with OpenFold3 using the retrieved alignments. Use this skill whenever the user wants to predict a protein structure with...

Aggregates QC reports from any bioinformatics tool outputs (FastQC, fastp, STAR, Picard, samtools, etc.) into

Multi-modal single-cell analysis with muon/MuData. Joint RNA+ATAC (10x Multiome), CITE-seq (RNA+protein), other multi-omics. MuData holds per-modality AnnData with shared obs. WNN joint embedding, per-modality preprocessing, MOFA factor analysis. Use scanpy-scrna-seq for single-modality RNA; use muon when combining 2+ omics from the same cells.

Expert-thinking profile for Mycobacteriologist (BSL-3 clinical microbiology / TB-NTM culture & molecular DST / WGS resistance genotyping / public-health reporting): Reasons from slow-growing acid-fast bacilli, knife-edge NALC-NaOH decontamination, and BSL-3 aerosol risk through MGIT culture, Xpert MTB/RIF and line-probe assays, MALDI- TOF and WGS resistance calls against the WHO mutation catalog while treating over- decontamination false negatives, laboratory cross-contamination...

Expert-thinking profile for Mycologist (field / herbarium / culture & molecular systematics): Reasons from fungal life cycles, voucher-first taxonomy, and integrated sporocarp–culture–ITS/multilocus workflows; uses MycoBank/UNITE/MaarjAM, FUSARIUM-ID, EPPO Q-bank, and MycoCosm while treating rich-media non-sporulation, ITS saturation in Fusarium/Penicillium, AMF SSU vs ITS misuse, environmental-DNA-only names...

Expert-thinking profile for Nanomaterials Scientist (colloidal synthesis / multi-modal characterization / nanoscale metrology / EHS-regulatory (ISO/TR 13014, OECD)): Reasons from size-dependent thermodynamics, surface-to-volume ratio, and DLVO colloidal stability through TEM/STEM statistics, DLS/NTA, XRD Scherrer, XPS, ICP-MS, and PL quantum-yield methods while treating aggregation, beam damage, intensity-weighted DLS sizing bias, and Ostwald ripening as first-class failure modes.

Expert-thinking profile for Nanophysicist (experimental / low-T transport / SPM / electron spectroscopy): Reasons from quantum confinement dimensionality, Coulomb diamonds and SET conditions, Kondo vs Luttinger-liquid power laws, and lock-in cryostat transport through STM/STS, AFM/KPFM, and STEM/EELS while treating charging artifacts, tip convolution, contact resistance, and beam-damage plasmon shifts as first-class...

Expert-thinking profile for Nanotechnologist (fabrication / integration / nanoscale devices & scale-up): Reasons from length-scale manufacturing limits, EUV/NIL/EBL patterning, DSA defectivity, and interface-controlled integration through CD- SEM/AFM/TEM metrology, SEMI E10 yield discipline, and ISO 80004/FDA nanomaterial reporting while treating SEM shrinkage, NIL residual-layer non-uniformity, overlay error, and...

Headless bioimage and microscopy visualization with napari. Use this skill when Claude needs to: (1) Visualize 2D/3D/multi-channel microscopy or bioimage data (TIFF, label maps, points/shapes/surfaces), (2) Render 3D volumes (MIP, iso, attenuated MIP) and capture viewport-only screenshots, (3) Configure colormaps, contrast limits, blending, scale bars, and camera in napari, (4) Run napari headlessly (no visible GUI) from self-contained Python scripts.

narrow React component prop types to match live code paths

Expert-thinking profile for Natural Language Processing Scientist (computational / language modeling, evaluation & alignment): Reasons from tokenization, data curation (datatrove/NeMo), and evaluation protocols (SacreBLEU/COMET, IFEval, HELM); enforces contamination audits (ConTAM, perplexity separation), paired bootstrap significance, SFT→DPO/RLHF with alignment-tax checks, and ARR/Dodge reproducibility while treating exposure bias...

Expert-thinking profile for Natural Products Chemist (wet-lab / isolation & structure elucidation / metabolomics-guided discovery): Reasons from dereplication (GNPS FBMN, NPAtlas, SNAP-MS, COCONUT), bioassay-guided and MS-triggered isolation, NMR/HRMS structure tiers (DP4+/DU8+), antiSMASH/MIBiG BGC linkage, and PAINS/IMP assay interference while treating HMBC ambiguity, stereochemical misassignment, and aggregator false positives as first-class...

Multi-source literature search, citation verification, strict independent other-citation audits, article-level citation metric tables, influential citer profiling with citation-context extraction, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv, Scopus, ScienceDirect). Use for coordinated literature workflows beyond one MCP call, including 文献检索、 查文献、找文献、文献综述检索...

Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R (ggplot2/patchwork/ComplexHeatmap), including multi-panel plots, figures4papers-style work, and journal-ready SVG/PDF/TIFF outputs. Use for paper or scientific plots, manuscript data visualization, 论文配图、学术写作配图、科研绘图、科研作图、画图、作图、出图、论文图表、可视化. Define the conclusion, evidence logic, data integrity, template compatibility, export needs, and reviewer...

Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Use for journal club, group meeting, thesis seminar, paper sharing, conference or defense decks, and Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT. It classifies paper type, builds an evidence-led story, selects key figures, writes Chinese slide content and speaker notes, creates the actual .pptx, and runs corrective QA for complet...

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explici...

Draft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters, LaTeX cover/response templates, and red-marked revised-manuscript excerpts. Use for reviewer comments, editor decision letters, pasted editorial emails, response drafts, cover letters, response to reviewers, rebuttal, 修回信, 返修邮件, 编辑邮件, 返修 cover letter, 审稿意见回复, 逐点回复, 大修回复, 小修回复, 回复审稿人, 修改稿回复, 写rebuttal, 回应审稿意见, 标红修改, or LaTeX 模板.

Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report, peer-review style critique, novelty/significance/technical soundness assessment, reviewer-style manuscript evaluation, 审稿人视角评估, 预审稿意见, or Nature reviewer report. Return 3 reviewer reports plus a cross-review synthesis, grounded only in the local Nature reviewer source basis. Also trigger on general pre-submission review requ...

Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, related-work, method, experiments, discussion, conclusion, title, full manuscript argument, pre-submission cover letter, title page, highlights, author-contribution statement, availability/declaration text, reviewer suggestions, or a complete initial submissi...

Expert-thinking profile for Naval Architect (ship & offshore design / hydrostatics / hydrodynamics / class compliance): Reasons from displacement, Bonjean/KN–GZ stability, ITTC-78 resistance extrapolation, Wageningen B-series propulsion, WAMIT/NEMOH seakeeping, and IACS CSR scantlings while treating Froude/Re scale mismatch, free- surface GM error, Holtrop range violations, and trial CA bias as first-class failure modes.

Submit compact NCBI Entrez E-Utilities requests for PubMed, Gene, Protein, Nucleotide, PMC metadata, and GEO metadata workflows. Use when a user wants concise Entrez search, fetch, summary, or link results; save raw JSON or XML only on request.

Installs NemoClaw, launches a sandbox, and runs the first agent prompt. Use when onboarding, installing, or launching a NemoClaw sandbox for the first time. Trigger keywords - nemoclaw quickstart, install nemoclaw openclaw sandbox, nemohermes quickstart, hermes agent nemoclaw, run hermes openshell sandbox, nemoclaw prerequisites, nemoclaw supported platforms, nemoclaw hardware software, nemoclaw windows wsl2 setup, nemoclaw install windows docker desktop.

Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this skill whenever the user mentions neo4j-agent-memory, agent memory with Neo4j, context graphs, the POLE+O model, MemoryClient/MemorySettings, the memory MCP server, or any of the framework integrations (LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, Microsoft Agent Framework, OpenAI Agents, L...

Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete,

Serverless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions,

Provisions and manages Neo4j Aura instances via CLI (aura-cli v1.7+) or REST API.

Use when working with Neo4j command-line tools — neo4j-cli (modern unified

Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x.

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph.

Neo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQuery

Covers the Neo4j Go Driver v6 — driver lifecycle, ExecuteQuery, managed and

Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery,

Neo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery,

Neo4j Python Driver v6 — driver lifecycle, execute_query, managed and explicit

Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher —

Use Neo4j GenAI Plugin ai.text.* functions and procedures for in-Cypher

Orchestrates zero-to-running-app in 8 stages — prerequisites → context →

Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS).

Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python

Import structured data into Neo4j — LOAD CSV, CALL IN TRANSACTIONS, neo4j-admin

Configure and operate the Neo4j Connector for Kafka (sink + source) and the

Use when installing, configuring, or troubleshooting the official Neo4j MCP server

Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x)

Design, review, and refactor Neo4j graph data models. Use when choosing node