The Digital Futurist logoSkills and Prompt Registry
type public-role-directoryrole genai-engineercategory ai-ml/applied-aicurator Thomas Cherickalupdated 2026-11-15

genai-engineer: Public Skills (20)

Sorted by GitHub stars of the source repo, highest first.

# Skill Owner Repo Stars License What it does
1 dispatching-parallel-agents obra obra/superpowers 317,619 MIT Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
2 subagent-driven-development obra obra/superpowers 317,619 MIT Use when executing implementation plans with independent tasks in the current session
3 agent-architecture-audit affaan-m affaan-m/ECC 302,998 MIT Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool...
4 agent-eval affaan-m affaan-m/ECC 302,998 MIT Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency...
5 agent-harness-construction affaan-m affaan-m/ECC 302,998 MIT Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates. Use when defining or...
6 agent-introspection-debugging affaan-m affaan-m/ECC 302,998 MIT Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. Use when...
7 agent-payment-x402 affaan-m affaan-m/ECC 302,998 MIT Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through...
8 mcp-builder anthropics anthropics/skills 194,585 null Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through...
9 pi-agent K-Dense-AI K-Dense-AI/scientific-agent-skills 57,202 MIT Builds with and operates Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment...
10 agent-creator sickn33 sickn33/agentic-awesome-skills 49,710 MIT Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.
11 agent-evals sickn33 sickn33/agentic-awesome-skills 49,710 MIT Build automated evaluation suites for AI agents using golden datasets, rubrics, and regression gates. Use when shipping agent features,...
12 agent-evaluation sickn33 sickn33/agentic-awesome-skills 49,710 MIT Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or...
13 agent-evaluation-reporting sickn33 sickn33/agentic-awesome-skills 49,710 MIT Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and...
14 agent-framework-azure-ai-py sickn33 sickn33/agentic-awesome-skills 49,710 MIT Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
15 protect-mcp-setup wshobson wshobson/agents 42,512 MIT Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need...
16 review-agent-setup wshobson wshobson/agents 42,512 MIT Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR...
17 MCP Integration davila7 davila7/claude-code-templates 33,617 MIT This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up...
18 agent-development davila7 davila7/claude-code-templates 33,617 MIT This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use...
19 agent-management davila7 davila7/claude-code-templates 33,617 MIT Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete...
20 agent-md-refactor davila7 davila7/claude-code-templates 33,617 MIT Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic...