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Patterns and operational guidance for automating GitHub workflows with AI assistance while preserving provenance and upstream context.
Provides an editorial, provenance-preserving packaging of upstream GitHub workflow patterns so operators can run, review, and adapt CI/CD and automation workflows with AI assistance. It contains actionable patterns for automated PR review, issue triage, test selection, deployment validation, rollback, and common Git operations — all while keeping provenance and copied support files explicit for audit and review.
Use this skill when you need to automate or review GitHub workflows with AI but must retain clear provenance of upstream files (metadata.json, ORIGIN.md), when you want structured PR reviews, issue triage automation, smart test selection, or deployment risk analysis. Ideal for maintainers integrating AI into CI/CD, reviewers needing an audit trail, and operators who must preserve upstream context before merging.
Works well with CLI and code-capable agents and tooling such as Gemini CLI, Claude Code, Codex/Code assistants, Cursor, and other DevOps automation assistants that can read workflow YAML and run command-line checks.
A pattern catalog for AI-assisted GitHub workflow automation covering PR review, issue triage, CI/CD, git operations, and repo configuration. Contains extensive YAML workflow examples and some TypeScript snippets. Several referenced functions (analyzeIssue, ai.chat, callAI) are undefined pseudocode. No bundled scripts — everything is inline in the massive SKILL.md. Provenance tracking concept is novel but the skill is monolithic with no supporting files despite listing them in the resource matrix.
The skill is a well-intentioned pattern catalog but suffers from being a monolithic dump. The 'imported from upstream' provenance framing adds overhead without clear value to end users. Key functions referenced in examples are pseudocode. Shell injection risks in template literals are a minor security concern. No actual executable scripts are bundled.
Azure Identity SDK (TypeScript) v2
Authenticate to Azure services from TypeScript using DefaultAzureCredential, Managed Identity, service principals, and credential chains with provenance-preserv
Conductor Revert (Git-aware Revert Track)
Git-aware revert workflow for reverting tracks, phases, or tasks while preserving provenance and upstream workflow; includes safety checks and an execution plan
Security Threat Model (Repository-grounded)
Generate an evidence-backed, repository-specific threat model that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and prioritized miti
Context Restoration — Code Refactoring
Workflow and best practices for restoring and preserving project context during code refactoring, with provenance and selective file restoration.
HelpDesk Automation (Rube MCP)
Automate HelpDesk workflows via Rube MCP (Composio): list and paginate tickets, manage views, use canned responses, and inspect custom fields while preserving u
Azure Event Hubs (Rust) — Workflow
Run and review Azure Event Hubs workflows in Rust: send/receive events, batch sends, partitioned consumption and checkpointing with preserved provenance.
Azure.Messaging.EventGrid (.NET) v2
Workflow skill for Azure Event Grid (.NET): publish and consume EventGrid and CloudEvents, with examples for publishing, pull delivery, and Azure Functions trig
AgentPhone (Telephony)
Manage AgentPhone telephony workflows: create agents, buy/release numbers, make calls, send/receive SMS, configure webhooks, and inspect transcripts/usage.
Node.js Best Practices (v3)
Decision-focused Node.js guidance for framework choice, async patterns, security, testing, and architecture — teaches how to think about Node.js projects rather
Learning Opportunities
Adds short interactive learning exercises during AI-assisted coding to help developers understand design decisions and new code before merging.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
Readwise Reader Document Management
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Bounty Hunter — Atlas
Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.
Junshi — Research Advisor
Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
ezBookkeeping API Tools
Command-line API tools for ezBookkeeping: record and query transactions, retrieve accounts/categories/tags, and fetch exchange rates for self-hosted personal fi
Feishu Voice Sender
Convert MP3s and send them as native Feishu voice messages (playable voice clips) to users or groups.
Claw Bench
Benchmarking skill that guides an agent through a structured suite of capability tests and reporting steps for leaderboard submission.