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• 437 skills
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• 36k repo stars
• 384 verified
• 2 weeks ago last updated

1. ▌
   Pr Finisher 2 · github

   Prepare an open pull request for merge from a GitHub Copilot cloud agent. Drives Reviews, local validation, and Mergeable to a ready state. Does not merge, and cannot trigger CI.
   36.2k repo stars
2. ▌
   Secret Scanning 2 · github

   Scan files, content, or recent changes for secrets such as API keys, passwords, tokens, and credentials using the GitHub MCP Server's run_secret_scanning tool.
   36.2k repo stars
3. ▌
   Pytest Gen 2 · github

   Generate comprehensive pytest tests - use when generating tests, creating test suites, or testing Python code
   36.2k repo stars
4. ▌
   Hello World 2 · github

   A minimal skill example - use when learning the skill format
   36.2k repo stars
5. ▌
   Commit Message 2 · github

   Generate conventional commit messages - use when creating commits, writing commit messages, or asking for git commit help
   36.2k repo stars
6. ▌
   Update Deps · github

   Keep dependencies up-to-date. Discovers outdated deps via dependabot alerts/PRs, creates one PR per ecosystem, iterates until CI is green, then assigns for review.
   36.2k repo stars
7. ▌
   Get Gh Aw Release Binary · github

   How to fetch the latest github/gh-aw release binary — either as the gh CLI extension (gh aw ...) or as a raw platform binary downloaded from GitHub Releases — including how to resolve the latest tag, pick the right asset, and verify its checksum.
   36.2k repo stars
8. ▌
   Update Workflow Versions · github

   How to manually regenerate the compiled agentic workflow .lock.yml files when the gh-aw Version Check workflow reports version drift. All workflows track the newest github/gh-aw release or prerelease.
   36.2k repo stars
9. ▌
   Dependency Scanning · github

   Scan repository dependencies for known vulnerabilities using the GitHub MCP Server's Dependabot toolset and the GitHub Advisory Database. Use when asked to check dependency security, audit lockfiles, or verify packages before merging.
   36.2k repo stars
10. ▌
    Spark App Template · github bundle

    Comprehensive guidance for building web apps with opinionated defaults for tech stack, design system, and code standards. Use when user wants to create a new web application, dashboard, or interactive interface. Provides tech choices, styling guidance, project structure, and design philosophy to get users up and running quickly with a fully functional, beautiful web app.
    36.2k repo stars
11. ▌
    Build Performance Analysis · github bundle

    Analyze C++ build performance using vcperf.exe and ETL traces. Use this skill when the user wants to profile a build, understand compile bottlenecks, identify expensive headers or templates, generate JSON analysis reports, or interpret vcperf output. Covers tracing workflows, the /jsonAnalysis flag, reading the resulting JSON schema, and actionable remediation strategies for each bottleneck category.
    36.2k repo stars
12. ▌
    Editorial Review · github

    Review and refine GitHub Well-Architected Framework (WAF) documentation under the content/ folder for clarity, precision, consistency, and publication readiness. Use this when reviewing pull requests, markdown files, or draft content in content/ to ensure guidance is unambiguous, readable, and aligned with editorial standards.
    36.2k repo stars
13. ▌
    Technical Writing Review · github

    Validate and improve GitHub Well-Architected Framework (WAF) documentation under the content/ folder for architectural correctness, decision quality, explicit trade-offs, and actionable guidance. Use this when reviewing pull requests, markdown files, or draft content in content/ to ensure recommendations are technically sound, context-aware, and guide readers toward correct architecture and design decisions.
    36.2k repo stars
14. ▌
    Java Coding Skill · github

    Use this skill whenever editing `*.java` files in the `java/` directore of the SDK in order to write idiomatic, well-structured Java code for the Copilot SDK
    36.2k repo stars
15. ▌
    Rust Coding Skill · github bundle

    Use this skill whenever editing `*.rs` files in the `rust/` SDK in order to write idiomatic, efficient, well-structured Rust code
    36.2k repo stars
16. ▌
    New Java E2e Test YAML And Test · github bundle

    Use this skill when creating a new Java E2E integration test (failsafe IT) that requires a new replay proxy YAML snapshot file in test/snapshots/
    36.2k repo stars
17. ▌
    Add LLM Provider · github

    Decide and implement how to support a new LLM provider or agent engine in AWF - either as a proxied provider (api-proxy adapter) or a direct-API engine (domain allowlist only), e.g. Cursor, Aider, or any tool that calls its own endpoint.
    36.2k repo stars
18. ▌
    Recompile Workflows · github

    Regenerate and post-process all agentic workflows. Use when gh-aw is updated, workflow .md files change, or when asked to recompile/regenerate workflows.
    36.2k repo stars
19. ▌
    Pytest Gen · github

    Generate comprehensive pytest tests - use when generating tests, creating test suites, or testing Python code
    36.2k repo stars
20. ▌
    Hello World · github

    A minimal skill example - use when learning the skill format
    36.2k repo stars
21. ▌
    Commit Message · github

    Generate conventional commit messages - use when creating commits, writing commit messages, or asking for git commit help
    36.2k repo stars
22. ▌
    Speckit Init · github

    Scaffold a Spec Kit (spec-driven development) project for GitHub Copilot by running `specify init --integration copilot --integration-options="--skills"`. USE FOR: starting a new spec-kit project, bootstrapping spec-driven development in an existing repo, installing spec-kit templates/scripts/commands for Copilot. DO NOT USE FOR: managing extensions/presets/bundles of an already-initialized project (use the speckit-extension / speckit-preset / speckit-bundle skills instead).
    36.2k repo stars
23. ▌
    Speckit Self · github

    Check for and apply Spec Kit CLI updates via `specify self`. USE FOR: checking whether a newer specify-cli release is available, previewing an upgrade with --dry-run, upgrading the CLI in place (optionally to a pinned tag). DO NOT USE FOR: checking project tools/integrations (use speckit-check) or managing extensions/presets/integrations/workflows.
    36.2k repo stars
24. ▌
    Speckit Check · github

    Check the local environment for Spec Kit by running `specify check` (and `specify version`). USE FOR: verifying required tools are installed, diagnosing a broken spec-kit setup, reporting CLI version/feature capabilities. DO NOT USE FOR: installing or upgrading the CLI itself (use the speckit-self skill).
    36.2k repo stars
25. ▌
    Speckit Bundle · github

    Discover, install, and author Spec Kit bundles via `specify bundle`. USE FOR: searching/showing/listing bundles, installing/updating/removing a bundle (a curated set of extensions/presets/integrations/workflows), validating a bundle manifest, building a distributable bundle artifact, initializing a project and installing a bundle, managing bundle catalog sources. DO NOT USE FOR: individual extensions/presets/integrations/workflows (use their respective skills).
    36.2k repo stars
26. ▌
    Speckit Preset · github

    Manage Spec Kit presets via `specify preset`. USE FOR: installing/removing presets, searching the preset catalog, showing preset info, resolving which template a preset name maps to, enabling/disabling presets, setting preset resolution priority, managing preset catalogs. DO NOT USE FOR: extensions (use speckit-extension), bundles (use speckit-bundle), or workflows (use speckit-workflow).
    36.2k repo stars
27. ▌
    Speckit Workflow · github

    Manage and run Spec Kit automation workflows via `specify workflow`. USE FOR: running a workflow by ID or local YAML, resuming a paused/failed run, checking run status, listing/installing/removing workflows, searching the workflow catalog, showing a workflow step graph. DO NOT USE FOR: extensions (use speckit-extension), presets (use speckit-preset), or bundles (use speckit-bundle).
    36.2k repo stars
28. ▌
    Speckit CLI Setup · github

    Detect and install the Spec Kit `specify` CLI that every other speckit skill depends on. USE FOR: checking whether `specify` is installed/on PATH, installing it when missing, fixing "command not found: specify", confirming the CLI is new enough (>= 0.11). DO NOT USE FOR: upgrading an already-installed CLI to a newer release (use speckit-self) or verifying project tools (use speckit-check).
    36.2k repo stars
29. ▌
    Speckit Extension · github

    Manage Spec Kit extensions via `specify extension`. USE FOR: installing/removing/updating spec-kit extensions, searching the extension catalog, showing extension info, enabling/disabling extensions, setting extension resolution priority, managing extension catalogs. DO NOT USE FOR: presets (use speckit-preset), bundles (use speckit-bundle), or workflows (use speckit-workflow).
    36.2k repo stars
30. ▌
    Speckit Workflow Step · github

    Manage Spec Kit workflow step types via `specify workflow step`. USE FOR: listing built-in and custom workflow step types, installing/removing a custom step type from a catalog, searching/showing step-type info, managing step-type catalog sources. DO NOT USE FOR: running or installing whole workflows (use speckit-workflow), or bundles (use speckit-bundle).
    36.2k repo stars
31. ▌
    Actionlint · github

    Install, run, and fix errors from actionlint — the GitHub Actions workflow linter. Load when validating `.github/workflows/*.yml` files after migration or generation.
    36.2k repo stars
32. ▌
    Migration Core · github

    5-phase migration process, security guardrails, deliverables, archival protocol, and the 10-item completion checklist for any CI/CD migration to GitHub Actions. Load at the start of every migration.
    36.2k repo stars
33. ▌
    Bamboo Migration · github bundle

    Bamboo migration to GitHub Actions — syntax mappings and the migration report template for Build plans, deployment projects, tasks, requirements, variables, plan branches. Load with `migration-core` when migrating Bamboo sources to GitHub Actions.
    36.2k repo stars
34. ▌
    Gitlab Migration · github bundle

    GitLab CI migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, includes, Pages, environments, rules/only/except, parallel jobs, GitLab-specific variables. Load with `migration-core` when migrating GitLab CI sources to GitHub Actions.
    36.2k repo stars
35. ▌
    Droneci Migration · github bundle

    Drone CI migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, plugins, services, secrets, triggers, multi-platform pipelines. Load with `migration-core` when migrating Drone CI sources to GitHub Actions.
    36.2k repo stars
36. ▌
    Jenkins Migration · github bundle

    Jenkins migration to GitHub Actions — syntax mappings and the migration report template for Pipelines (declarative + scripted), shared libraries, Groovy scripts, credential bindings, agent labels, parallel stages, plugin replacements. Load with `migration-core` when migrating Jenkins sources to GitHub Actions.
    36.2k repo stars
37. ▌
    Circleci Migration · github bundle

    CircleCI migration to GitHub Actions — syntax mappings and the migration report template for Workflows, jobs, Orbs, executors, contexts, parameters, matrix jobs, approval gates. Load with `migration-core` when migrating CircleCI sources to GitHub Actions.
    36.2k repo stars
38. ▌
    Travisci Migration · github bundle

    Travis CI migration to GitHub Actions — syntax mappings and the migration report template for Build matrix (language/env/os), deploy providers, before/after hooks, stages, conditions. Load with `migration-core` when migrating Travis CI sources to GitHub Actions.
    36.2k repo stars
39. ▌
    Bitbucket Migration · github bundle

    Bitbucket Pipelines migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, Pipes, parallel steps, branch/pull-request workflows, deployments, variables. Load with `migration-core` when migrating Bitbucket Pipelines sources to GitHub Actions.
    36.2k repo stars
40. ▌
    Azure Devops Migration · github bundle

    Azure DevOps migration to GitHub Actions — syntax mappings and the migration report template for YAML pipelines, templates, variable groups, service connections, deployment jobs, stages, conditional logic. Load with `migration-core` when migrating Azure DevOps sources to GitHub Actions.
    36.2k repo stars
41. ▌
    Reusable Workflow Patterns · github

    Catalog of common CI/CD patterns (build, test, deploy, security, quality), scan scope resolution (org-wide or specific repos), the reusable workflow template, selection criteria, and usage-documentation template. Load when detecting recurring CI/CD patterns across GitHub orgs and/or repositories to generate standardized `reusable-*.yml` workflows with corresponding `docs/<name>-usage.md` files.
    36.2k repo stars
42. ▌
    Github Agentic Workflows · github bundle

    GitHub Agentic Workflows (`gh-aw`) is a GitHub CLI extension for writing Agentic Workflows in markdown and compiling them to GitHub Actions.
    36.2k repo stars
43. ▌
    Pr Finisher · github

    Prepare an open pull request for merge from a GitHub Copilot cloud agent. Drives Reviews, local validation, and Mergeable to a ready state. Does not merge, and cannot trigger CI.
    36.2k repo stars
44. ▌
    Otel Queries · github

    Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.
    36.2k repo stars
45. ▌
    Create Canvas · github

    Author, validate, and debug canvas extensions that the agent can open in the GitHub Copilot app's side panel. Use when creating, reviewing, or troubleshooting a canvas extension — including its actions, inputs, rendered content, and the surrounding extension wiring (tools, hooks, lifecycle).
    36.2k repo stars
46. ▌
    Custom Agents · github

    Define and validate GitHub custom agent files, prompts, and examples.
    36.2k repo stars
47. ▌
    Documentation · github

    Write concise Diataxis docs for gh-aw with Starlight markdown conventions.
    36.2k repo stars
48. ▌
    Gh Agent Task · github

    Use gh agent-task commands to create, run, and monitor agent tasks.
    36.2k repo stars
49. ▌
    Github Script · github

    Write robust JavaScript for GitHub Actions github-script steps.
    36.2k repo stars
50. ▌
    Copilot Review · github

    Teach Copilot how to plan, address, and respond to pull request review feedback.
    36.2k repo stars
51. ▌
    Error Messages · github bundle

    Write consistent, actionable validation error messages in gh-aw.
    36.2k repo stars
52. ▌
    Sergo Examples · github

    Optional Sergo examples for cache formats and reporting templates.
    36.2k repo stars
53. ▌
    Gh Stack · github bundle

    Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or isolate work for review; whenever a user mentions a stack, branch layers, dependent PRs, or gh stack; or when a stack is checked out.
    36.2k repo stars
54. ▌
    Technology Stack Blueprint Generator · github

    Analyzes codebases to generate detailed technology stack blueprints with version information, licensing, usage patterns, coding conventions, and architecture diagrams.
    36.2k repo stars
55. ▌
    Azure Smart City Iot Solution Builder · github bundle

    Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
    36.2k repo stars
56. ▌
    Java Add Graalvm Native Image Support · github

    Adds GraalVM native image support to Java applications by analyzing the project structure, configuring the build tool, and iteratively resolving build errors.
    36.2k repo stars
57. ▌
    Suggest Awesome Github Copilot Agents · github

    Suggest relevant GitHub Copilot Custom Agents from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates and identifying outdated agents.
    36.2k repo stars
58. ▌
    Suggest Awesome Github Copilot Skills · github

    Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills and identifying outdated ones.
    36.2k repo stars
59. ▌
    React Container Presentation Component · github bundle

    Scaffold React components following the Container/Presentation pattern under src/components, with TypeScript, Storybook, and SCSS conventions.
    36.2k repo stars
60. ▌
    Reviewing Oracle To Postgres Migration · github bundle

    Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences. Use when planning a database migration, reviewing migration artifacts, or validating integration test coverage.
    36.2k repo stars
61. ▌
    Qdrant Search Strategies · github

    Guides selection of Qdrant search strategies including hybrid search, reranking, relevance feedback, MMR, and discovery APIs to improve retrieval quality.
    36.2k repo stars
62. ▌
    Copilot Instructions Blueprint Generator · github

    Generates a comprehensive copilot-instructions.md file that guides GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns.
    36.2k repo stars
63. ▌
    Generate Custom Instructions From Codebase · github

    Analyzes differences between two project versions to generate precise migration instructions for GitHub Copilot, enabling consistent code transformations during technology migrations, refactoring, or framework upgrades.
    36.2k repo stars
64. ▌
    Github Actions Runtime Upgrade Conventions · github

    Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.
    36.2k repo stars
65. ▌
    Create Github Action Workflow Specification · github

    Creates a formal, AI-optimized specification for an existing GitHub Actions CI/CD workflow, focusing on behavior and requirements rather than implementation details.
    36.2k repo stars
66. ▌
    Suggest Awesome Github Copilot Instructions · github

    Suggests relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions and identifying outdated ones.
    36.2k repo stars
67. ▌
    Project Workflow Analysis Blueprint Generator · github

    Generates detailed, technology-agnostic implementation blueprints by analyzing project architecture, technology stacks, and data flow patterns.
    36.2k repo stars
68. ▌
    Create Github Issue Feature From Specification · github

    Creates a GitHub issue from a specification file using a feature request template, checking for existing issues first.
    36.2k repo stars
69. ▌
    Migrating Oracle To Postgres Stored Procedures · github

    Translates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL, preserving method signatures and type-anchored parameters while applying Oracle-compatible sorting and leveraging orafce.
    36.2k repo stars
70. ▌
    Creating Oracle To Postgres Migration Bug Report · github bundle

    Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration, documenting behavioral differences with severity, root cause, and remediation steps.
    36.2k repo stars
71. ▌
    Creating Oracle To Postgres Master Migration Plan · github

    Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan.
    36.2k repo stars
72. ▌
    Qdrant Tenant Scaling · github

    Guides scaling Qdrant for multi-tenant workloads using payload partitioning, custom sharding, and tiered multitenancy.
    36.2k repo stars
73. ▌
    Qdrant Vertical Scaling · github

    Guides vertical scaling decisions for Qdrant vector databases, covering when to scale up, how to resize nodes in Qdrant Cloud or self-hosted deployments, RAM sizing formulas, and when to switch to horizontal scaling.
    36.2k repo stars
74. ▌
    Create Github Issues Feature From Implementation Plan · github

    Creates GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.
    36.2k repo stars
75. ▌
    Qdrant Horizontal Scaling · github

    Diagnoses Qdrant capacity needs and guides horizontal scaling decisions, including node count, shard count, replication factor, and resharding trade-offs.
    36.2k repo stars
76. ▌
    Scaffolding Oracle To Postgres Migration Test Project · github

    Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions, including transaction-rollback base class and seed data manager.
    36.2k repo stars
77. ▌
    Qdrant Sliding Time Window · github

    Guides scaling Qdrant vector search with time-based data rotation using shard rotation, collection rotation, or filter-and-delete strategies.
    36.2k repo stars
78. ▌
    Creating Oracle To Postgres Migration Integration Tests · github

    Generates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations, producing DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems.
    36.2k repo stars
79. ▌
    Create Github Issues For Unmet Specification Requirements · github

    Creates GitHub Issues for unimplemented requirements from specification files, checking the codebase and existing issues to avoid duplicates.
    36.2k repo stars
80. ▌
    Planning Oracle To Postgres Migration Integration Testing · github

    Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations, analyzing a project to identify repositories, DAOs, and service layers that interact with the database, then producing a structured testing plan.
    36.2k repo stars
81. ▌
    Qdrant Memory Usage Optimization · github

    Diagnoses and reduces Qdrant memory usage by analyzing resident memory, page cache, and providing optimization techniques like quantization, on-disk storage, and async_scorer.
    36.2k repo stars
82. ▌
    Qdrant Search Speed Optimization · github

    Diagnoses and resolves slow Qdrant search performance issues including high latency, low throughput, and slow filtered searches.
    36.2k repo stars
83. ▌
    Qdrant Indexing Performance Optimization · github

    Diagnoses and resolves slow Qdrant indexing and data ingestion by optimizing batching, sharding, HNSW parameters, and payload indexing strategies.
    36.2k repo stars
84. ▌
    Minecraft Plugin Development · github bundle

    Build and modify Minecraft server plugins for Paper, Spigot, or Bukkit, covering plugin.yml setup, commands, listeners, schedulers, player state, team/arena systems, persistent progression, economy, configuration, and Adventure text.
    36.2k repo stars
85. ▌
    Power Apps Code App Scaffold · github

    Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration.
    36.2k repo stars
86. ▌
    Transloadit Media Processing · github

    Encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, and build multi-step media processing pipelines using Transloadit's cloud infrastructure.
    36.2k repo stars
87. ▌
    Arize AI Provider Integration · github bundle

    Manage Arize AI integrations that store LLM provider credentials for evaluators and other features. Supports creating, reading, updating, and deleting integrations with providers like OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI, Gemini, and NVIDIA NIM.
    36.2k repo stars
88. ▌
    Containerize Aspnet Framework · github

    Creates Dockerfiles and configuration files to containerize ASP.NET .NET Framework projects for Windows Docker containers.
    36.2k repo stars
89. ▌
    Flowstudio Power Automate MCP · github bundle

    Connects an AI agent to a FlowStudio MCP server for Power Automate, handling authentication, tool discovery, and response parsing. Load this foundation skill before using specialized workflow skills for building, debugging, monitoring, or governing flows.
    36.2k repo stars
90. ▌
    Gtm Technical Product Pricing · github

    Choose pricing models, set freemium thresholds, and structure enterprise pricing conversations for technical products.
    36.2k repo stars
91. ▌
    Import Infrastructure As Code · github

    Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM).
    36.2k repo stars
92. ▌
    Python Azure Iot Edge Modules · github bundle

    Design, implement, and validate Python-based IoT Edge modules for telemetry processing, local inference, protocol translation, and edge-to-cloud integration.
    36.2k repo stars
93. ▌
    Structured Autonomy Implement · github

    Executes a predefined implementation plan step by step, updating progress inline and running build or test commands.
    36.2k repo stars
94. ▌
    Azure Resource Health Diagnose · github

    Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
    36.2k repo stars
95. ▌
    Salesforce Component Standards · github

    Enforce quality, security, and accessibility standards for Salesforce Lightning Web Components, Aura components, and Visualforce pages.
    36.2k repo stars
96. ▌
    Create Spring Boot Java Project · github

    Scaffolds a Spring Boot Java project with Maven, PostgreSQL, Redis, MongoDB, and Docker Compose.
    36.2k repo stars
97. ▌
    Flowstudio Power Automate Build · github bundle

    Build, scaffold, and deploy Power Automate cloud flows programmatically via the FlowStudio MCP server, including constructing flow definitions, wiring connections, deploying, and testing.
    36.2k repo stars
98. ▌
    Flowstudio Power Automate Debug · github bundle

    Debug failing Power Automate cloud flows by inspecting action-level inputs and outputs through the FlowStudio MCP server.
    36.2k repo stars
99. ▌
    Gtm Enterprise Account Planning · github

    Plan and execute enterprise sales cycles using MEDDICC qualification, mutual action plans, and stakeholder mapping to systematically close complex deals.
    36.2k repo stars
100. ▌
     Image Manipulation Image Magick · github

     Process and manipulate images using ImageMagick: resize, convert formats, batch process, and retrieve metadata.
     36.2k repo stars