Skill Catalog
Browse 5,478 curated AI agent skills. No account needed.
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Proposal Writer
Create compelling business proposals that win deals and partnerships
by claude-office-skills/skills / proposal-writer
Propositional Logic
Problem-solving strategies for propositional logic in mathematical logic
by foryourhealth111-pixel/Vibe-Skills / bundled/skills/propositional-logic
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Pwa Development
Progressive Web Apps - service workers, caching strategies, offline, Workbox
by alinaqi/maggy / skills/pwa-development
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Pytest Coverage
Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
by github/awesome-copilot / skills/pytest-coverage
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
Python
Python development with ruff, mypy, pytest - TDD and type safety
by alinaqi/maggy / skills/python
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
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
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
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
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
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
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
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
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
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
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
Python Debugpy
Debug Python: pdb REPL + debugpy remote (DAP).
by NousResearch/hermes-agent / skills/software-development/python-debugpy
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
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
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
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
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
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
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
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
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