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Structured AI Agent Introspection And Debugging

agent-introspection-debugging

affaan-m/everything-claude-code

This skill provides a systematic, four-phase workflow for diagnosing and recovering from AI agent failures. It guides the agent to first capture the failure state, diagnose the root cause (e.g., loop, context overflow, state drift), apply minimal containment recovery actions, and finally generate a detailed introspection report, minimizing the need for human intervention.

Email Operations Workflow Management

affaan-m/everything-claude-code

This skill manages the end-to-end operational workflow for corporate email communication. It is focused on the mechanics of the mailbox itself, allowing users to triage inboxes, draft replies, send messages, and verify successful delivery. It ensures that all actions are context-aware, adhering to brand voice, and providing verifiable proof of the message's final status (e.g., Sent or Drafted).

Centralized Alert Management Workflow

unified-notifications-ops

affaan-m/everything-claude-code

Design and implement a unified operational workflow for managing notifications sourced from disparate tools like GitHub, Linear, local hooks, and chat platforms. This skill addresses notification fragmentation, alert noise, and redundancy by establishing clear severity levels, ownership, routing channels, and next operational actions into a single, cohesive pipeline.

Modal Question Prompt

ask-user-question

MemTensor/MemOS

Presents modal dialogs for asking clarifying questions, preferences, or confirmations when the user cannot see CLI output, ensuring explicit consent before sensitive or ambiguous actions.

Best Practices for Cloud Firestore Development

firebase-cloud-firestore

evanca/flutter-ai-rules

A comprehensive guide for implementing Cloud Firestore in Flutter applications. This skill covers everything from initial setup and data modeling to advanced topics like real-time listeners, complex querying, batch transactions, and optimizing for massive scale and high availability.

Go CI/CD Pipeline Setup and Automation

golang-continuous-integration

samber/cc-skills-golang

A comprehensive guide for setting up production-grade CI/CD pipelines for Go projects using GitHub Actions. This skill covers essential quality gates including unit testing, linting (golangci-lint), static analysis security testing (SAST), vulnerability scanning, dependency management, Docker builds, and automated releases using GoReleaser.

Go Database Best Practices Guide

golang-database

samber/cc-skills-golang

A comprehensive guide detailing best practices for database interaction in Go. It covers secure query writing using parameterized placeholders, handling transactions, managing connection pooling, dealing with NULLable columns, and choosing between libraries like sqlx and pgx, while strongly advising against using ORMs.

Lark Feishu Approval Workflow Management

A comprehensive tool for managing Lark/Feishu approval workflows. It allows users to query pending or completed tasks, view detailed instance progress, and perform essential actions such as approving, rejecting, transferring, adding signers, or following up on requests. Ideal for automating manual approval steps in a business process.

Lark Events Real-Time Event Consumption Utility

A robust CLI tool for connecting to Lark/Feishu real-time events. It allows streaming, subscribing, and consuming various events (e.g., IM messages, reactions, meeting updates) as NDJSON output. Ideal for developing Lark bots, building real-time message processors, or implementing long-running streaming webhook handlers, especially in AI agent subprocesses.

Lark IM: Message and Chat Management

This guide details the functionalities for interacting with Lark Instant Messaging (IM). It covers core concepts like message types, threads, reactions, and flags, and provides methods for managing chat history, creating/managing groups, and handling various message resources (images, files, videos). It is essential for applications needing robust chat communication capabilities.

Mocking Interactions in Dart Tests

evanca/flutter-ai-rules

This skill provides a comprehensive guide to using the Mockito package for advanced unit testing in Dart and Flutter. Learn how to correctly distinguish between real objects, fakes, and mocks. Master techniques for stubbing methods, verifying interactions, capturing arguments, and ensuring test isolation, leading to more reliable and maintainable tests.

Mocking Techniques for Dart and Flutter

evanca/flutter-ai-rules

Master the art of unit testing in Dart and Flutter using the Mocktail package. This guide details best practices for mocking dependencies, differentiating between mocks, fakes, and real objects, stubbing methods, verifying interactions, and handling complex argument matchers. Learn how to write robust, reliable, and maintainable tests that isolate the component under test.

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