Use when committing code - ensures atomic, descriptive commits that leave the codebase in a merge-ready state at every point

Safely remove intermediate files from completed research sessions while preserving important data

Inline orchestration workflow for dead code detection and removal. Provides step-by-step phases for dead-code-hunter detection, priority-based cleanup with dead-code-remover, and verification cycles.

cli-development

Use this skill to help developers implement **Clix user identification** and

Cloudflare Email Routing for receiving/sending emails via Workers. Use for email workers, forwarding, allowlists, or encountering Email Trigger errors, worker call failures, SPF issues.

Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.

Systematic techniques for reading and understanding unfamiliar legacy code without documentation

To initiate a release by executing the dx release command with appropriate parameters.

Execute a structured 4-phase codebase analysis workflow to gather insights.

name: codebase-understanding

Initial Convex workspace setup in Coder workspaces with self-hosted Convex deployment, authentication configuration, Docker setup, and environment variable generation

Coder workspace environment for hahomelabs.com deployments. Includes networking, ports, convex config, nhost config

Streamlined autonomous workflow for Codex that integrates issue planning, queue management, and solution execution in a single stateful Skill. Supports batch processing with minimal queue overhead and

Execute and manage Codex CLI tools including file operations, shell commands, web search, and automation patterns. Use for automated workflows, tool orchestration, and full automation with permission bypass.

Coding standards and best practices for implementation work

AWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with social identity providers.

Automatically capture reusable task patterns as command candidates after completing coding work. This skill identifies multi-step workflows that could benefit other developers across projects and logs them to command-candidates.yaml for potential automation. Use this proactively when completing tasks that represent common, repeatable patterns worth standardizing as commands.

Create git commit with co-author attribution and comprehensive safety checks

Write clear and concise commit messages that accurately describe the changes made in the codebase

Complete workflow for creating commits following project standards.

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Work with Leavn community features - prayer wall, groups, messaging, CloudKit sync, content moderation

Use when user wants to compare two autonomy branches to see different approaches, metrics, and outcomes

Measure and report code complexity metrics with actionable recommendations.

ACGME & institutional rule checking with systematic audit workflows, historical analysis, and violation remediation. Use for compliance audits, violation investigation, and regulatory reporting.

Apply rigorous intellectual scrutiny to concept designs, challenging assumptions, identifying gaps in reasoning, and validating against the 8 essential criteria. This skill demands precision and doesn

Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and unnecessary elaboration. Use when documentation, artifacts, or responses need to be maximally concise and actionable.

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

Kubernetes ConfigMap 与 Secret

The four Sanskrit principles: Truth-Self, Knowledge-Self, Bliss-Self, Power-Self. Use when need to understand the operational physics of consciousness.

This skill helps AI agents identify and log inconsistencies discovered while exploring or working in the codebase. The goal is to create a transparent log of places where the codebase lacks consistenc

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

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Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.

Intermediate scope for inheritance — like OpenLaszlo's <node>

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Token-efficient retrieval using depth levels (L0-L5) and heading-based sections. Use for any file reads.

This skill plans **what content to create** (strategic), not **how to write it** (tactical). It implements Section 3.5 of the AEO Protocol: The Content Supply Chain Protocol.

Use when drafting marketing content - enforces grade-8 readability, no em dashes, word count bands, and skimmable structure

Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.

Hybrid semantic/lexical code search with neural reranking via MCP tools. Use when searching a codebase, finding implementations, understanding how code works, finding callers/definitions, searching git history, or storing/retrieving knowledge. IMPORTANT - Always prefer these MCP tools over grep/find/cat for code exploration.

context-first

Use when validating or diagnosing the cortex environment (consistency, duplicates, redundancy, optimization) - provides a diagnostic workflow and reporting structure for context health checks.

Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.

Master Continental philosophy and Critical Theory. Use for: post-structuralism, deconstruction, Frankfurt School, hermeneutics, psychoanalysis. Triggers: 'Foucault', 'power/knowledge', 'deconstruction', 'Derrida', 'différance', 'critical theory', 'Frankfurt School', 'Adorno', 'Habermas', 'genealogy', 'discourse', 'Lacan', 'Deleuze', 'rhizome', 'biopolitics', 'ideology', 'alienation', 'reification', 'hermeneutics', 'Gadamer', 'post-structuralism', 'logocentrism'.

Invoke COORD_OPS for releases, documentation, and CI/CD operations

Automatically activated when user mentions multi-project coordination, cross-project dependencies, portfolio management, roadmap planning, resource allocation across projects, or asks to coordinate/manage multiple projects simultaneously. Provides strategic project coordination expertise.

This skill intelligently assigns GitHub issues to the most appropriate GitHub Copilot agent(s) based on issue type, labels, technical domain, and dependencies.