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davila7 skills

Find 668 skills from 1 repo created by davila7 on GitHub.

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668 skills
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prompt-engineering-outlines

davila7/claude-code-templates

20.6k
This skill helps guarantee valid JSON/XML/code outputs using CFG-FSM constraints and Pydantic models for fast, type-safe structured generation.
vercel-deployment

davila7/claude-code-templates

20.6k
Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.
excel-analysis

davila7/claude-code-templates

20.6k
Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
planning-with-files

davila7/claude-code-templates

20.6k
This skill helps you manage complex tasks by creating and updating planning files in your project directory to guide multi-step workflows.
marketing-demand-acquisition

davila7/claude-code-templates

20.6k
This skill helps plan and optimize multi-channel demand generation campaigns, optimize paid media, and build SEO and partnerships for Series A+ startups.
Advertise on playbooks
Reach thousands of developers actively evaluating dev tools, MCP servers, and agent skills. Floating banners, pinned cards, and in-feed placements.
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docx

davila7/claude-code-templates

20.6k
This skill lets you create, edit, and analyze .docx documents with tracked changes, comments, and format preservation for professional processing.
nosql-expert

davila7/claude-code-templates

20.6k
Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
google-analytics

davila7/claude-code-templates

20.6k
This skill analyzes Google Analytics data to deliver actionable website performance insights and data-driven improvement recommendations.
uspto-database

davila7/claude-code-templates

20.6k
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
behavioral-modes

davila7/claude-code-templates

20.6k
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
zinc-database

davila7/claude-code-templates

20.6k
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.
slack-gif-creator

davila7/claude-code-templates

20.6k
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
core-components

davila7/claude-code-templates

20.6k
Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
using-superpowers

davila7/claude-code-templates

20.6k
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
clinpgx-database

davila7/claude-code-templates

20.6k
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
railway-docs

davila7/claude-code-templates

20.6k
This skill fetches up-to-date Railway docs to answer questions accurately about features, pricing, and usage.
address-github-comments

davila7/claude-code-templates

20.6k
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
linux-privilege-escalation

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "exploit cron jobs for root access", "enumerate Linux systems for privilege escalation", or "gain root access from low-privilege shell". It provides comprehensive techniques for identifying and exploiting privilege escalation paths on Linux systems.
pptx-official

davila7/claude-code-templates

20.6k
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
fine-tuning-unsloth

davila7/claude-code-templates

20.6k
This skill guides fast fine-tuning with Unsloth, enabling 2-5x faster training and 50-80% memory savings through LoRA/QLoRA optimization.
pyopenms

davila7/claude-code-templates

20.6k
This skill enables Python-based analysis of mass spectrometry data with PyOpenMS, covering file I/O, signal processing, feature detection, and peptide
domain-name-brainstormer

davila7/claude-code-templates

20.6k
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
bash-linux

davila7/claude-code-templates

20.6k
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
generate-image

davila7/claude-code-templates

20.6k
This skill generates and edits high-quality images using OpenRouter models for photos, illustrations, and concept art.
qiskit

davila7/claude-code-templates

20.6k
This skill helps you build and optimize quantum circuits, run simulations, and execute algorithms on hardware with Qiskit.
pubmed-database

davila7/claude-code-templates

20.6k
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
scanpy

davila7/claude-code-templates

20.6k
This skill helps you perform end-to-end single-cell RNA-seq analysis with scanpy, including QC, normalization, clustering, visualization, and trajectory
scientific-brainstorming

davila7/claude-code-templates

20.6k
This skill acts as a research ideation partner to generate hypotheses, explore cross-disciplinary ideas, and develop methodologies for creative scientific
bun-development

davila7/claude-code-templates

20.6k
Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, or migrating from Node.js to Bun.
competitor-alternatives

davila7/claude-code-templates

20.6k
This skill helps you craft comprehensive competitor alternatives and comparison pages that improve SEO and sales enablement through honest, in-depth research.
app-store-optimization

davila7/claude-code-templates

20.6k
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
scikit-survival

davila7/claude-code-templates

20.6k
This skill helps you perform survival analysis and time-to-event modeling in Python with scikit-survival, handling censored data and evaluating models.
scvi-tools

davila7/claude-code-templates

20.6k
This skill helps you analyze single-cell data with scvi-tools, enabling probabilistic modeling, integration, and spatial multimodal analyses.
seaborn

davila7/claude-code-templates

20.6k
This skill helps you create publication-ready seaborn visualizations for exploratory analysis and figures with minimal code.
react-patterns

davila7/claude-code-templates

20.6k
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
pricing-strategy

davila7/claude-code-templates

20.6k
This skill helps you design pricing strategies and packaging that maximize value and growth by aligning tiers, metrics, and price points.
red-team-tools

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnerabilities", "enumerate subdomains", or needs security researcher techniques and tool configurations from top bug bounty hunters.
statistical-analysis

davila7/claude-code-templates

20.6k
This skill helps you perform rigorous statistical analyses, plan studies, and report results with APA style for academic research.
cc-skill-project-guidelines-example

davila7/claude-code-templates

20.6k
Project Guidelines Skill (Example)
torchdrug

davila7/claude-code-templates

20.6k
This skill helps you accelerate drug discovery workflows by leveraging TorchDrug for molecular property prediction, protein modeling, and graph-based reasoning.
fine-tuning-llama-factory

davila7/claude-code-templates

20.6k
This skill guides you through llama-factory for fine-tuning LLMs with no-code WebUI, enabling multi-model support and advanced QLoRA setups.
mechanistic-interpretability-pyvene

davila7/claude-code-templates

20.6k
This skill guides causal interventions on PyTorch models using pyvene, enabling reproducible tracing, activation patching, and IIT experiments.
transformers

davila7/claude-code-templates

20.6k
This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning models on custom datasets.
treatment-plans

davila7/claude-code-templates

20.6k
This skill generates concise 3-4 page LaTeX treatment plans across specialties, with SMART goals, evidence-based interventions, and HIPAA-compliant formatting.
brand-guidelines

davila7/claude-code-templates

20.6k
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
i18n-localization

davila7/claude-code-templates

20.6k
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
salesforce-development

davila7/claude-code-templates

20.6k
This skill helps you develop Salesforce apps by applying bulkified Apex, LWC wiring, and async patterns with best practices.
clinvar-database

davila7/claude-code-templates

20.6k
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.
mlops-weights-and-biases

davila7/claude-code-templates

20.6k
This skill helps you track ML experiments, visualize training, and optimize workflows using weights and biases for streamlined MLOps.
model-architecture-litgpt

davila7/claude-code-templates

20.6k
This skill helps you understand and train LLMs with LitGPT by providing clean implementations, LoRA workflows, and deployment guidance.
model-architecture-mamba

davila7/claude-code-templates

20.6k
This skill helps you configure and optimize selective state-space models for efficient, long-sequence inference with linear complexity.
segment-cdp

davila7/claude-code-templates

20.6k
Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices. Use when: segment, analytics.js, customer data platform, cdp, tracking plan.
ethical-hacking-methodology

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct security scanning", "exploit vulnerabilities", or "write penetration test reports". It provides comprehensive ethical hacking methodology and techniques.
file-uploads

davila7/claude-code-templates

20.6k
Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: file upload, S3, R2, presigned URL, multipart.
model-architecture-rwkv

davila7/claude-code-templates

20.6k
This skill helps you leverage RWKV architecture for efficient long-context inference with linear time, streaming generation, and modular training workflows.
multimodal-blip-2

davila7/claude-code-templates

20.6k
This skill enables multimodal tasks by bridging frozen image encoders with LLMs for image captioning, VQA, retrieval, and multimodal chat.
multimodal-clip

davila7/claude-code-templates

20.6k
This skill helps you perform cross-modal image understanding and search using CLIP for zero-shot classification and content moderation.
privilege-escalation-methods

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploit SUID binaries", "Kerberoasting", "pass-the-ticket", "token impersonation", or needs guidance on post-exploitation privilege escalation for Linux or Windows systems.
scanning-tools

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check cloud security", or "evaluate system compliance". It provides comprehensive guidance on security scanning tools and methodologies.
database-design

davila7/claude-code-templates

20.6k
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
subagent-driven-development

davila7/claude-code-templates

20.6k
Use when executing implementation plans with independent tasks in the current session
optimization-awq

davila7/claude-code-templates

20.6k
This skill helps you optimize large language models with activation-aware 4-bit quantization for faster inference and minimal accuracy loss.
environment-setup-guide

davila7/claude-code-templates

20.6k
Guide developers through setting up development environments with proper tools, dependencies, and configurations
security-best-practices

davila7/claude-code-templates

20.6k
This skill helps you enforce security best practices across Python projects by delivering framework-specific guidance and secure-by-default code suggestions.
optimization-flash-attention

davila7/claude-code-templates

20.6k
This skill speeds up transformer attention using Flash Attention for 2-4x faster runs and 10-20x memory reduction on long sequences.
optimization-gguf

davila7/claude-code-templates

20.6k
This skill helps you deploy efficient model inference with GGUF quantization across CPU, Apple Silicon, and GPU-free setups.
optimization-gptq

davila7/claude-code-templates

20.6k
This skill helps you quantize large language models to 4-bit with minimal accuracy loss, enabling memory reduction and faster inference.
optimization-hqq

davila7/claude-code-templates

20.6k
This skill quantizes models without calibration data, enabling fast, deployment-ready 4/3/2-bit quantization for HuggingFace and vLLM workflows.
shopify-development

davila7/claude-code-templates

20.6k
Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. TRIGGER: "shopify", "shopify app", "checkout extension", "admin extension", "POS extension", "shopify theme", "liquid template", "polaris", "shopify graphql", "shopify webhook", "shopify billing", "app subscription", "metafields", "shopify functions"
shodan-reconnaissance

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges with Shodan," or "discover IoT devices and open ports." It provides comprehensive guidance for using Shodan's search engine, CLI, and API for penetration testing reconnaissance.
opentargets-database

davila7/claude-code-templates

20.6k
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
perplexity

davila7/claude-code-templates

20.6k
This skill helps you perform generic web searches and synthesize current information using Perplexity, delivering concise results with practical insights.
post-training-grpo-rl-training

davila7/claude-code-templates

20.6k
This skill guides GRPO/RL fine-tuning with TRL to align models to formats, reasoning tasks, and multi-objective goals.
chembl-database

davila7/claude-code-templates

20.6k
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
post-training-openrlhf

davila7/claude-code-templates

20.6k
This skill accelerates RLHF training for large models using Ray and vLLM, enabling PPO, GRPO, RLOO, and DPO workflows across multi-node GPUs.
post-training-simpo

davila7/claude-code-templates

20.6k
This skill helps you optimize alignment training with SimPO by providing a simpler, reference-free preference optimization workflow for faster, better
commit

davila7/claude-code-templates

20.6k
This skill helps you craft Sentry-style commit messages that follow conventional commits with issue references for clean, traceable history.
software-architecture

davila7/claude-code-templates

20.6k
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
prompt-caching

davila7/claude-code-templates

20.6k
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augmented.
skill-share

davila7/claude-code-templates

20.6k
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
pyhealth

davila7/claude-code-templates

20.6k
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).
prompt-engineering-guidance

davila7/claude-code-templates

20.6k
This skill helps you enforce structured outputs and safe generation with constrained grammars and workflows, improving reliability across JSON, XML, and code.
smtp-penetration-testing

davila7/claude-code-templates

20.6k
This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email credentials", or "assess mail server security". It provides comprehensive techniques for testing SMTP server security.
internal-comms-anthropic

davila7/claude-code-templates

20.6k
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
rag-chroma

davila7/claude-code-templates

20.6k
This skill helps you configure and use an open-source embedding database for semantic search and RAG, enabling fast local vector storage.
rag-qdrant

davila7/claude-code-templates

20.6k
This skill helps you implement high-performance vector search using qdrant for production RAG and semantic retrieval with fast filtering and scalable storage.
rag-implementation

davila7/claude-code-templates

20.6k
This skill helps you implement and optimize retrieval-augmented generation patterns with chunking, embeddings, vector stores, and reranking for accurate
pymc

davila7/claude-code-templates

20.6k
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
safety-alignment-constitutional-ai

davila7/claude-code-templates

20.6k
This skill helps you align AI outputs with a constitution by guiding self-critique, revision, and AI feedback workflows.
manim

davila7/claude-code-templates

20.6k
This skill helps you create and explain mathematical animations with Manim Community, enabling programmatic visuals, LaTeX rendering, and educational video
prompt-engineer

davila7/claude-code-templates

20.6k
This skill helps you design effective prompts for LLMs, optimizing structure, context management, and output formats for reliable results.
cloudflare-deploy

davila7/claude-code-templates

20.6k
This skill guides you through authenticating and deploying projects to Cloudflare using Wrangler, Pages, and related services.
tokenization-sentencepiece

davila7/claude-code-templates

20.6k
This skill helps you tokenize multilingual text with SentencePiece, delivering fast, deterministic subword vocabularies for CJK and multilingual models.
pymoo

davila7/claude-code-templates

20.6k
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
sympy

davila7/claude-code-templates

20.6k
This skill helps you perform exact symbolic mathematics in Python using SymPy, including solving, calculus, algebra, and code generation.
llm-app-patterns

davila7/claude-code-templates

20.6k
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.
pysam

davila7/claude-code-templates

20.6k
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
image-enhancer

davila7/claude-code-templates

20.6k
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
fastapi-endpoint

davila7/claude-code-templates

20.6k
This skill plans and scaffolds production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2, DI for auth, and tests.
biomni

davila7/claude-code-templates

20.6k
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.