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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Drives a real browser from the command line with playwright-cli to open pages, interact, mock requests, save state and work with Playwright tests. | github/ | 5.3k | 23 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 2 | Creates a Java SDK end-to-end test for the Copilot SDK that runs against a recorded YAML snapshot through a replay proxy, so CI needs no real authentication. | github/ | 11k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 3 | Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups. | github/ | 40k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | today |
| 4 | Designs and verifies a deterministic grader that measures whether a GitHub Agentic Workflow run reached its real-world or repository outcome. | github/ | 5.3k | — | ~6.8k | Automated safety check: Pass | MIT | today |
| 5 | Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep. | github/ | 40k | 1 repo | ~1.9k | Automated safety check: Pass | MIT | today |
| 6 | Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams. | github/ | 40k | 1 repo | ~4.9k | Automated safety check: Pass | MIT | today |
| 7 | Scaffolds, edits, reloads and debugs a canvas extension that the GitHub Copilot CLI can open in its side panel. | github/ | 5.3k | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 8 | Cleans raw credit data and screens variables before loan modeling, dropping unstable, noisy or redundant features and writing an Excel report of every step. | github/ | 40k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 9 | Builds a warm, browser-based daily focus board the user updates by talking to their agent, with Eisenhower priorities, a brain-dump box and kind not-today carryover. | github/ | 40k | — | ~3k | Automated safety check: Pass | MIT | today |
| 10 | End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. | github/ | 40k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | today |
| 11 | Practical Python scripts for debugging awf - parse logs, diagnose issues, inspect containers, test domains | github/ | 148 | — | ~2.6k | Automated safety check: Notes | MIT | today |
| 12 | Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. | github/ | 40k | 1 repo | ~547 | Automated safety check: Pass | MIT | today |
| 13 | Drives an open pull request to merge-ready from inside a GitHub Copilot cloud agent, resolving review threads and local checks concurrently, without merging or retriggering CI. | github/ | 5.3k | — | ~3.8k | Automated safety check: Warn | MIT | today |
| 14 | Bumps gh-aw's pinned gh-aw-firewall version, rebuilds generated artifacts, and flags upstream spec or schema changes that need follow-up work. | github/ | 5.3k | — | ~899 | Automated safety check: Pass | MIT | today |
| 15 | Guide to the console struct tag system in gh-aw: headers, titles, number and cost formats, omitempty, and how structs, slices and maps render in the terminal. | github/ | 5.3k | — | ~736 | Automated safety check: Pass | MIT | today |
| 16 | Regenerate and post-process all agentic workflows. An agent skill from github/gh-aw-firewall. | github/ | 148 | — | ~568 | Automated safety check: Pass | MIT | today |
| 17 | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. | github/ | 40k | 11 repos | ~800 | Automated safety check: Notes | MIT | today |
| 18 | Guides an agent through collecting, planning, addressing and answering pull request review feedback, accepting only comments from Copilot, GitHub Actions and team members. | github/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 19 | Keep dependencies up-to-date. An agent skill from github/rust-gems. | github/ | 134 | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 20 | Generate Excalidraw diagrams from natural language descriptions. | github/ | 40k | 6 repos | ~6.1k | Automated safety check: Pass | MIT | today |
| 21 | Define and validate GitHub custom agent files, prompts, and examples. | github/ | 5.3k | — | ~4.3k | Automated safety check: Pass | MIT | today |
| 22 | Surgical code refactoring to improve maintainability without changing behavior. | github/ | 40k | 7 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 23 | Finds, vets and assembles the smallest compatible set of agent skills for a multi-step goal, with local index search, safety checks and staged installation. | github/ | 40k | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 24 | 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. | github/ | 148 | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 25 | Adds and tests declarative, behavior-defined agentic engines in GitHub Agentic Workflows, touching Go infrastructure only when the declarative model falls short. | github/ | 5.3k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 26 | Turns one contested decision into a validated JSON map of supporting, contradicting, qualifying and missing evidence, with exact source locations. | github/ | 40k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 27 | Debug the AWF firewall by inspecting Docker containers (awf-squid, awf-agent), analyzing Squid access logs, checking iptables rules, and troubleshooting blocked domains or network issues. | github/ | 148 | — | ~1.2k | Automated safety check: Notes | MIT | today |
| 28 | This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. | github/ | 40k | 3 repos | ~2.6k | Automated safety check: Pass | MIT | today |
| 29 | OpenInference semantic conventions and instrumentation for Phoenix AI observability. | github/ | 40k | 3 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Patterns and techniques for evaluating and improving AI agent outputs. | github/ | 40k | 4 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 31 | Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. | github/ | 40k | 6 repos | ~1.1k | Automated safety check: Pass | MIT | today |
| 32 | Build agentic applications with GitHub Copilot SDK. An agent skill from github/awesome-copilot. | github/ | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | today |
| 33 | Guides your agent through diagnosing failed GitHub Agentic Workflows by downloading run logs, auditing individual runs and reading the artifacts they leave behind. | github/ | 5.3k | — | ~3.9k | Automated safety check: Pass | MIT | today |
| 34 | Converts .xlsx workbooks to Markdown with a bundled MarkItDown script so an agent can read, summarize or pull data from spreadsheets, single files or whole folders. | github/ | 40k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 35 | Debug GitHub Actions workflows by downloading logs, analyzing summaries, and understanding how agentic workflows and the AWF firewall work together. | github/ | 148 | — | ~2.7k | Automated safety check: Notes | MIT | today |
| 36 | Manage NuGet packages in .NET projects/solutions. An agent skill from github/awesome-copilot. | github/ | 40k | 3 repos | ~855 | Automated safety check: Pass | MIT | today |
| 37 | Diátaxis Documentation Expert. An agent skill from github/awesome-copilot. | github/ | 40k | 7 repos | ~686 | Automated safety check: Pass | MIT | today |
| 38 | Create, update, and manage GitHub issues using MCP tools. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | today |
| 39 | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using… | github/ | 40k | 3 repos | ~4.1k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure. | github/ | 40k | 4 repos | ~2.1k | Automated safety check: Pass | MIT | today |
| 41 | Development rules for changes to GitHub's gh-aw: tiered validation commands, a command matrix by change type, focused test checks and a merge-main playbook. | github/ | 5.3k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 42 | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. | github/ | 40k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | today |
| 43 | Converts PDF files to Markdown with a bundled MarkItDown-based script before the agent reads, summarizes or extracts from them, and pulls embedded images out separately. | github/ | 40k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 44 | A skill your agent uses whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV… | github/ | 40k | 1 repo | ~12k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. | github/ | 40k | 1 repo | ~664 | Automated safety check: Pass | MIT | today |
| 46 | Open a GitHub PR dashboard in the browser. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~524 | Automated safety check: Pass | MIT | today |
| 47 | Diagnose an AWF (Agentic Workflow Firewall) failure from an error, workflow run URL, or symptom. | github/ | 148 | — | ~829 | Automated safety check: Pass | MIT | today |
| 48 | Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. | github/ | 40k | 2 repos | ~4.6k | Automated safety check: Pass | MIT | today |