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Prometheus Skill

Prometheus Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/prometheus-skill

#github#broad-capability#externalDevOps & Cloud

Promo Director Skill

Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content.

by bitwize-music-studio/claude-ai-music-skills / skills/promo-director

#github#broad-capability#externalData, AI & Research

Promo Reviewer

Reviews and iterates on social media copy in album promo/ files. Use after populating promo templates and before release to polish platform-specific posts.

by bitwize-music-studio/claude-ai-music-skills / skills/promo-reviewer

#broad-capability#music#audio-generationBusiness, Marketing & Sales

Promo Writer

Generates platform-specific social media copy from album themes, track concepts, and lyrics. Use when promo/ templates need to be populated before release.

by bitwize-music-studio/claude-ai-music-skills / skills/promo-writer

#broad-capability#music#audio-generationBusiness, Marketing & Sales

Prompt Builder Instructions

Expert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-ai

by github/awesome-copilot / agents/prompt-builder.agent.md

#github-copilot#awesome-copilot#externalEducation & Writing

Prompt Engineer

A specialized chat mode for analyzing and improving prompts. Every user input is treated as a prompt to be improved. It first provides a detailed analysis of the original prompt within a <reasoning> tag, evaluating it against a systematic framework based on OpenAI's prompt engineering best practices. Following the analysis, it generates a new, improved prompt.

by github/awesome-copilot / agents/prompt-engineer.agent.md

#github-copilot#prompt#engineeringData, AI & Research

Prompt Engineer

Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use when designing prompts for new LLM applications, refactoring existing prompts for better accuracy or token efficiency, implementing chain-of-thought or few-shot learning, creating system prompts with personas and guardrails, building JSON/function-calling schemas, or developing prompt evaluation frameworks to measure and improve model performance.

by Jeffallan/claude-skills / skills/prompt-engineer

#engineering#full-stack#promptData, AI & Research

Prompt Engineering Patterns

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

by wshobson/agents / plugins/llm-application-dev/skills/prompt-engineering-patterns

#github#broad-capability#externalData, AI & Research

Prompt Engineer Toolkit

Turns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, SEO meta), and an LLM-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). Use when a marketing team relies on AI-generated content and needs prompt quality to be measurable and safe — or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'AI content workflow,' or 'AI governance for marketing.'

by alirezarezvani/claude-skills / marketing-skill/skills/prompt-engineer-toolkit

#work-life#productivity#businessBusiness, Marketing & Sales

Promptfoo Evaluation

Configures and runs LLM evaluation using Promptfoo framework. Use when setting up prompt testing, creating evaluation configs (promptfooconfig.yaml), writing Python custom assertions, implementing llm-rubric for LLM-as-judge, or managing few-shot examples in prompts. Triggers on keywords like "promptfoo", "eval", "LLM evaluation", "prompt testing", or "model comparison".

by daymade/claude-code-skills / promptfoo-evaluation

#broad-capability#research#documentsData, AI & Research

Prompt Guard

Meta's 86M prompt injection and jailbreak detector. Filters malicious prompts and third-party data for LLM apps. 99%+ TPR, <1% FPR. Fast (<2ms GPU). Multilingual (8 languages). Deploy with HuggingFace or batch processing for RAG security.

by Orchestra-Research/AI-Research-SKILLs / 07-safety-alignment/prompt-guard

#broad-capability#ai-research#machine-learningSecurity & Compliance

Prompt Images

Prompting techniques for AI image generation and editing models on Replicate. Use when writing prompts for image models or building image generation features.

by replicate/skills / skills/prompt-images

#ml-inference#prompt#engineeringData, AI & Research

Prompt Lookup

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/prompt-lookup

#broad-capability#github#externalEducation & Writing

Prompt Optimizer

Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology. This skill should be used when users provide loose requirements, ambiguous feature descriptions, or need to enhance prompts for AI-generated code, products, or documents. Triggers include requests to "optimize my prompt", "improve this requirement", "make this more specific", or when raw requirements lack detail and structure.

by daymade/claude-code-skills / prompt-optimizer

#broad-capability#research#documentsEducation & Writing

Prompt Optimizer

Creates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates. Use when asked to improve a prompt, optimize a system prompt, rewrite an agent prompt, tune prompt wording, make a prompt more reliable, port prompts between OpenAI, Claude, or Gemini, or build prompt evals.

by getsentry/skills / skills/prompt-optimizer

#observability#sentry#promptData, AI & Research

Prompt Videos

Prompting techniques for AI video generation models on Replicate. Use when writing prompts for video models or building video generation features.

by replicate/skills / skills/prompt-videos

#ml-inference#prompt#engineeringData, AI & Research

Pronunciation Specialist

Scans lyrics for pronunciation risks and prevents Suno mispronunciations. Use when writing lyrics with proper nouns, technical terms, homographs, or non-English words.

by bitwize-music-studio/claude-ai-music-skills / skills/pronunciation-specialist

#broad-capability#music#audio-generationDesign, Media & Creative

Proof Checker

Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (Codex GPT-5.5 xhigh), fixes each gap with full derivations, re-reviews, and generates an audit report. Use when user says "检查证明", "verify proof", "proof check", "审证明", "check this proof", or wants rigorous mathematical verification of a theory paper.

by wanshuiyin/Auto-claude-code-research-in-sleep / skills/skills-codex/proof-checker

#broad-capability#wanshuiyin-aris#ml-researchData, AI & Research

Proof Checker

Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, xhigh reasoning), fixes each gap with full derivations, re-reviews, and generates an audit report. Use when user says "检查证明", "verify proof", "proof check", "审证明", "check this proof", or wants rigorous mathematical verification of a theory paper.

by wanshuiyin/Auto-claude-code-research-in-sleep / skills/proof-checker

#broad-capability#wanshuiyin-aris#ml-researchScience & Simulation

Proofreader & Style Editor

Reviews text for grammar, clarity, tone, and style issues. Applies configurable style guides (AP, Chicago, technical), tracks changes with before/after diffs, and provides readability scoring. Prerequisites: python3.

by AgentArmory

#content#proofreading#editingContent Creation

Proof Writer

Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.

by wanshuiyin/Auto-claude-code-research-in-sleep / skills/proof-writer

#broad-capability#wanshuiyin-aris#ml-researchData, AI & Research

Property Based Testing

Property-based testing with fast-check (TypeScript/JavaScript) and Hypothesis (Python). Generate test cases automatically, find edge cases, and test mathematical properties. Use when user mentions property-based testing, fast-check, Hypothesis, generating test data, QuickCheck-style testing, or finding edge cases automatically.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/property-based-testing

#broad-capability#creative#testingSoftware Engineering

Proposal Writer

Create compelling business proposals that win deals and partnerships

by claude-office-skills/skills / proposal-writer

#work-life#office#productivityBusiness, Marketing & Sales

Propositional Logic

Problem-solving strategies for propositional logic in mathematical logic

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/propositional-logic

#broad-capability#github#externalEducation & Writing

Prose

Writing user-facing UX text including microcopy, error messages, voice and tone design, onboarding copy, and accessibility text. Use when UX writing or content strategy is needed.

by simota/agent-skills / prose

#broad-capability#development#securityDesign, Media & Creative

Prose

OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.

by openclaw/openclaw / extensions/open-prose/skills/prose

#broad-capability#browser#automationAgent Orchestration

Prospect

Build targeted account or contact lists using Common Room's Prospector. Triggers on 'find companies that match [criteria]', 'build a prospect list', 'find contacts at [type of company]', 'show me companies hiring [role]', or any list-building request.

by anthropics/knowledge-work-plugins / partner-built/common-room/skills/prospect

#work-life#productivity#knowledge-workBusiness, Marketing & Sales

Protect MCP Setup

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.

by wshobson/agents / plugins/protect-mcp/skills/protect-mcp-setup

#broad-capability#engineering#agent-skillsSecurity & Compliance

Protocol Reverse Engineering

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.

by wshobson/agents / plugins/reverse-engineering/skills/protocol-reverse-engineering

#broad-capability#engineering#agent-skillsSecurity & Compliance

Protocols.io Integration

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

by K-Dense-AI/scientific-agent-skills / scientific-skills/protocolsio-integration

#github#external#license-mitData, AI & Research

Prototype

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

by mattpocock/skills / skills/engineering/prototype

#broad-capability#typescript#engineeringSoftware Engineering

Protractor Automation Skill (Deprecated)

Generates Protractor E2E tests for Angular/AngularJS apps in JS/TS. NOTE: Protractor is officially deprecated — recommend Playwright or Cypress. Use when user mentions "Protractor", "element(by.model())", "Angular E2E". Triggers on: "Protractor", "element(by.model)", "Angular E2E test", "protractor.conf".

by LambdaTest/agent-skills / protractor-skill

#github#external#license-mitWeb & Browser Automation

Provider Actions

Implement Terraform Provider actions using the Plugin Framework. Use when developing imperative operations that execute at lifecycle events (before/after create, update, destroy).

by hashicorp/agent-skills / terraform/provider-development/skills/provider-actions

#terraform#packer#infrastructure-as-codeDevOps & Cloud

Provider Docs

Create, update, and review Terraform provider documentation for Terraform Registry using HashiCorp-recommended patterns, tfplugindocs templates, and schema descriptions. Use when adding or changing provider configuration, resources, data sources, ephemeral resources, list resources, functions, or guides; when validating generated docs; and when troubleshooting missing or incorrect Registry documentation.

by hashicorp/agent-skills / terraform/provider-development/skills/provider-docs

#terraform#packer#infrastructure-as-codeDevOps & Cloud

Provider Resources

Implement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing for provider resources.

by hashicorp/agent-skills / terraform/provider-development/skills/provider-resources

#terraform#packer#infrastructure-as-codeDevOps & Cloud

Provider Test Patterns

Terraform provider acceptance test patterns using terraform-plugin-testing with the Plugin Framework. Covers test structure, TestCase/TestStep fields, ConfigStateChecks with custom statecheck.StateCheck implementations, plan checks, CompareValue for cross-step assertions, config helpers, import testing with ImportStateKind, sweepers, and scenario patterns (basic, update, disappears, validation, regression), and ephemeral resource testing with the echoprovider package. Use when writing, reviewing, or debugging provider acceptance tests, including questions about statecheck, plancheck, TestCheckFunc, CheckDestroy, ExpectError, import state verification, ephemeral resources, or how to structure test files.

by hashicorp/agent-skills / terraform/provider-development/skills/provider-test-patterns

#terraform#packer#infrastructure-as-codeDevOps & Cloud

Prowler Docs

Prowler documentation style guide and writing standards. Trigger: When writing documentation for Prowler features, tutorials, or guides.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/prowler-docs

#broad-capability#creative#technicalEducation & Writing

PR Review

Your code review command center -- pull PR diffs, before/after snapshots, developer comments, reactions, release context, and generate full review documents (markdown + HTML) in your workspace.

by Community-Access/accessibility-agents / codex-skills/pr-review

#broad-capability#accessibility#a11ySoftware Engineering

PR Writer

Create, refresh, and rewrite PR titles and descriptions following Sentry conventions. Use when opening a PR, writing or updating a PR title/body/description, refreshing an existing PR after material changes, or preparing branch changes for review.

by getsentry/skills / skills/pr-writer

#observability#sentry#codeSoftware Engineering

Publish Models

Push and publish custom AI models to Replicate, and set up CI/CD for releasing new model versions safely. Use when running cog push, deploying a model to Replicate, releasing a new version, validating a model with cog-safe-push before publishing, configuring a Replicate deployment, setting up GitHub Actions for model releases, or porting a community model to an official one. Trigger on phrases like "push a model to Replicate", "publish a model", "deploy a model", "release a new version", "cog push", "cog-safe-push", "model CI", "r8.im", or "schema compatibility", and when referencing github.com/replicate/cog-safe-push or github.com/replicate/model-ci-template. Covers cog push, the full cog-safe-push config (test cases, fuzz, deployment, official_model), GitHub Actions patterns, multi-model matrix pushes, and post-publish monitoring. Assumes you already have a working Cog project; see build-models if you need to package one first.

by replicate/skills / skills/publish-models

#ml-inference#docker#containerizationDevOps & Cloud

Publish To Pages

Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.

by github/awesome-copilot / skills/publish-to-pages

#github-copilot#documentsPresentations & Documents

Pubmed Database

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.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pubmed-database

#broad-capability#creative#literatureData, AI & Research

Pufferlib

High-performance reinforcement learning framework optimized for speed and scale. Use when you need fast parallel training, vectorized environments, multi-agent systems, or integration with game environments (Atari, Procgen, NetHack). Achieves 2-10x speedups over standard implementations. For quick prototyping or standard algorithm implementations with extensive documentation, use stable-baselines3 instead.

by K-Dense-AI/scientific-agent-skills / skills/pufferlib

#broad-capability#science#mathData, AI & Research

PufferLib - High-Performance Reinforcement Learning

This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or integration with existing RL environments (Gymnasium, PettingZoo, Atari, Procgen, etc.). Use this skill for implementing PPO training, creating PufferEnv environments, optimizing RL performance, or developing policies with CNNs/LSTMs.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pufferlib

#broad-capability#github#externalData, AI & Research

Pulse

Defining KPIs, designing tracking events, and specifying dashboards. Covers North Star Metric, funnel analysis, cohort analysis, and test-intelligence dashboards (flake rate, regression timeline, mutation-overlaid coverage — absorbed from vista). GA4/Amplitude/Mixpanel/PostHog integration. Use when metrics or test-telemetry dashboards are needed.

by simota/agent-skills / pulse

#broad-capability#development#securityBusiness, Marketing & Sales

Pump Selection Helper

Decision tree for selecting pump type based on flow, head, and fluid properties

by Soljourner/claude-engineering-skills / skills/helpers/pump-selection-helper

#broad-capability#engineering#fluid-dynamicsScience & Simulation

Puppeteer Automation Skill

Generates Puppeteer scripts for browser automation, scraping, and PDF generation. Triggers on: "Puppeteer", "headless Chrome", "page.goto", "scrape", "PDF generation".

by LambdaTest/agent-skills / puppeteer-skill

#github#external#license-mitWeb & Browser Automation

Push To Registry

Push Packer build metadata to HCP Packer registry for tracking and managing image lifecycle. Use when integrating Packer builds with HCP Packer for version control and governance.

by hashicorp/agent-skills / packer/hcp/skills/push-to-registry

#terraform#packer#infrastructure-as-codeDevOps & Cloud

Pwa Development

Progressive Web Apps - service workers, caching strategies, offline, Workbox

by alinaqi/maggy / skills/pwa-development

#claude-bootstrap#bootstrap#frontendSoftware Engineering

Pydeseq2

Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs, Wald tests, FDR correction, LFC shrinkage, and result visualization.

by K-Dense-AI/scientific-agent-skills / skills/pydeseq2

#broad-capability#science#mathData, AI & Research

Pydeseq2

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pydeseq2

#broad-capability#creative#scientificData, AI & Research

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pydicom

#github#broad-capability#externalData, AI & Research

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.

by K-Dense-AI/scientific-agent-skills / skills/pydicom

#broad-capability#science#mathScience & Simulation

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pydicom

#broad-capability#creative#scientificData, AI & Research

Pyhealth

Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, ICD coding, EEG events), instantiating models (Transformer, RETAIN, GAMENet, SafeDrug, MICRON, StageNet, AdaCare, CNN/RNN/MLP), training with the PyHealth Trainer, computing clinical metrics, and using medical code utilities (ICD/ATC/NDC/RxNorm lookup and cross-mapping). Use this skill whenever the user mentions PyHealth, MIMIC, eICU, OMOP, EHR modeling, clinical prediction, drug recommendation, sleep staging, medical code mapping, ICD/ATC codes, or any healthcare ML pipeline that fits the dataset → task → model → trainer → metrics pattern, even if "PyHealth" isn't named explicitly.

by K-Dense-AI/scientific-agent-skills / skills/pyhealth

#k-dense-ai-claude-scientific-skills#clinical#deepData, AI & Research

PyHealth

Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, ICD coding, EEG events), instantiating models (Transformer, RETAIN, GAMENet, SafeDrug, MICRON, StageNet, AdaCare, CNN/RNN/MLP), training with the PyHealth Trainer, computing clinical metrics, and using medical code utilities (ICD/ATC/NDC/RxNorm lookup and cross-mapping). Use this skill whenever the user mentions PyHealth, MIMIC, eICU, OMOP, EHR modeling, clinical prediction, drug recommendation, sleep staging, medical code mapping, ICD/ATC codes, or any healthcare ML pipeline that fits the dataset → task → model → trainer → metrics pattern, even if "PyHealth" isn't named explicitly.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pyhealth

#github#external#license-mitData, AI & Research

PyHealth: Healthcare AI Toolkit

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).

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pyhealth

#broad-capability#github#externalData, AI & Research

Pylabrobot

Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.

by K-Dense-AI/scientific-agent-skills / skills/pylabrobot

#broad-capability#science#mathScience & Simulation

PyLabRobot

Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pylabrobot

#github#broad-capability#externalData, AI & Research

Pymatgen

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pymatgen

#broad-capability#creative#materialsScience & Simulation

Pymc

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.

by K-Dense-AI/scientific-agent-skills / skills/pymc

#k-dense-ai-claude-scientific-skills#deep#researchData, AI & Research

Pymc Bayesian Modeling

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pymc

#broad-capability#creative#deepData, AI & Research

PyMC Bayesian Modeling

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pymc

#github#external#license-mitData, AI & Research

pymc-bayesian-modeling (Compatibility Alias)

Compatibility alias for the descriptive PyMC skill name. Delegate to the canonical local `pymc` payload while preserving route and README compatibility.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pymc-bayesian-modeling

#broad-capability#github#externalData, AI & Research

Pymoo

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

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pymoo

#broad-capability#creative#optimizationScience & Simulation

Pymoo

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

by K-Dense-AI/scientific-agent-skills / skills/pymoo

#broad-capability#science#mathScience & Simulation

Pymoo - Multi-Objective Optimization in Python

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

by K-Dense-AI/scientific-agent-skills / scientific-skills/pymoo

#github#broad-capability#externalData, AI & Research

Pyopenms

Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. For simple spectral comparison and small-molecule library matching use matchms.

by K-Dense-AI/scientific-agent-skills / skills/pyopenms

#broad-capability#science#mathScience & Simulation

Pyopenms

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal processing, feature detection, peptide identification, and quantitative analysis. Apply when working with mass spectrometry data, analyzing proteomics experiments, or processing metabolomics datasets.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/pyopenms

#broad-capability#creative#massScience & Simulation

PyOpenMS

Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS data processing. For simple spectral comparison and metabolite ID use matchms.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pyopenms

#github#broad-capability#externalData, AI & Research

Pyroscope Skill

Pyroscope Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/pyroscope-skill

#github#broad-capability#externalDevOps & Cloud

Pysam

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

by K-Dense-AI/scientific-agent-skills / scientific-skills/pysam

#github#broad-capability#externalData, AI & Research

Pysam

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

by K-Dense-AI/scientific-agent-skills / skills/pysam

#broad-capability#science#mathScience & Simulation

PySpark Expert Agent

Diagnose PySpark performance bottlenecks, distributed execution pitfalls, and suggest Spark-native rewrites and safer distributed patterns (incl. mapInPandas guidance).

by github/awesome-copilot / agents/spark-performance.agent.md

#github-copilot#distributed#trainingData, AI & Research

Pytdc

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.

by K-Dense-AI/scientific-agent-skills / skills/pytdc

#k-dense-ai-claude-scientific-skills#drug#discoveryData, AI & Research

PyTDC (Therapeutics Data Commons)

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.

by K-Dense-AI/scientific-agent-skills / scientific-skills/pytdc

#github#external#license-mitData, AI & Research

Pytest Coverage

Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

by github/awesome-copilot / skills/pytest-coverage

#github-copilot#testingSoftware Engineering

Pytest Testing Skill

Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark", "Python test". Triggers on: "pytest", "conftest", "Python test", "parametrize", "Python unit test".

by LambdaTest/agent-skills / pytest-skill

#github#external#license-mitSoftware Engineering

Python

Python development with ruff, mypy, pytest - TDD and type safety

by alinaqi/maggy / skills/python

#claude-bootstrap#bootstrap#backendSoftware Engineering

Python Anti Patterns

Common Python anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.

by julianobarbosa/claude-code-skills / skills/python-anti-patterns

#broad-capability#devops#azureSoftware Engineering

Python Anti Patterns

Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.

by wshobson/agents / plugins/python-development/skills/python-anti-patterns

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Anti Patterns Skill

Python Anti Patterns Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-anti-patterns-skill

#github#broad-capability#externalDevOps & Cloud

Python Azure IoT Edge Modules

Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.

by github/awesome-copilot / skills/python-azure-iot-edge-modules

#github-copilot#cloud#architectureDevOps & Cloud

Python Background Jobs

Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.

by wshobson/agents / plugins/python-development/skills/python-background-jobs

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Background Jobs Skill

Python Background Jobs Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-background-jobs-skill

#github#broad-capability#externalDevOps & Cloud

Python Code Style

Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or establishing project standards.

by wshobson/agents / plugins/python-development/skills/python-code-style

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Code Style Skill

Python Code Style Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-code-style-skill

#github#broad-capability#externalDevOps & Cloud

Python Configuration

Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.

by wshobson/agents / plugins/python-development/skills/python-configuration

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Configuration

Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.

by julianobarbosa/claude-code-skills / skills/python-configuration

#broad-capability#devops#azureSoftware Engineering

Python Configuration Skill

Python Configuration Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-configuration-skill

#github#broad-capability#externalDevOps & Cloud

Python Debugpy

Debug Python: pdb REPL + debugpy remote (DAP).

by NousResearch/hermes-agent / skills/software-development/python-debugpy

#broad-capability#development#creativeSoftware Engineering

Python Design Patterns

Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use when making architecture decisions, refactoring code structure, or evaluating when abstractions are appropriate.

by julianobarbosa/claude-code-skills / skills/python-design-patterns

#broad-capability#devops#azureSoftware Engineering

Python Design Patterns

Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a God class or monolithic function that has grown too large, when deciding whether to add a new abstraction or live with duplication, when evaluating a pull request for structural issues like tight coupling or leaking internal types, when choosing between inheritance and composition for a new class hierarchy, or when a codebase is becoming hard to test because of entangled I/O and business logic.

by wshobson/agents / plugins/python-development/skills/python-design-patterns

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Design Patterns Skill

Python Design Patterns Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-design-patterns-skill

#github#broad-capability#externalDevOps & Cloud

Python Error Handling

Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.

by julianobarbosa/claude-code-skills / skills/python-error-handling

#broad-capability#devops#azureSoftware Engineering

Python Error Handling

Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.

by wshobson/agents / plugins/python-development/skills/python-error-handling

#broad-capability#engineering#agent-skillsSoftware Engineering

Python Error Handling Skill

Python Error Handling Skill linked from Juliano Barbosa Claude Code Skills, with the upstream skill instructions available on GitHub.

by julianobarbosa/claude-code-skills / skills/python-error-handling-skill

#github#broad-capability#externalDevOps & Cloud

Python MCP Server Development

Instructions for building Model Context Protocol (MCP) servers using the Python SDK

by github/awesome-copilot / instructions/python-mcp-server.instructions.md

#github-copilot#fine#tuningData, AI & Research

Python MCP Server Expert

Expert assistant for developing Model Context Protocol (MCP) servers in Python

by github/awesome-copilot / agents/python-mcp-expert.agent.md

#github-copilot#awesome-copilot#externalSoftware Engineering

Python MCP Server Generator

Generate a complete MCP server project in Python with tools, resources, and proper configuration

by github/awesome-copilot / skills/python-mcp-server-generator

#github-copilot#mcp#serverSoftware Engineering