Find the Right AI Skill for Any Job

Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

astronomer/agents

AI agent tooling for data engineering workflows.

Cursor CLI Agent

A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 features, includes tmux automation guide).

ML Pipeline

Complete machine learning pipeline for trading: feature engineering, AutoML, deep learning, and financial RL. Use for automated parameter sweeps, feature cre...

Startup Coach Workshop

Pure startup coaching / founder workflow extracted from gstack’s office-hours, CEO review, engineering review, design consultation, design review, and retro...

Paper_Briefing_Assistant

Engineering literature survey following Academic Research methodology. Two modes (initial survey / daily reading), two-phase workflow with user checkpoints,...

Data Engineering

Design and operate scalable data pipelines and architectures using best-fit patterns, tools, and modeling methodologies without external dependencies.

Git Engineering & Repository Strategy

Expert guidance on designing branching strategies, commit standards, code review workflows, monorepo management, automated releases, and maintaining scalable...

Cyber Security Engineer

Security engineering workflow for OpenClaw privilege governance and hardening. Use for least-privilege execution, approval-first privileged actions, idle tim...

n8n Workflow Engineering

Expertise in designing, building, debugging, and scaling production-grade n8n workflows with proper error handling, versioning, and modular architecture.

Reverse Engineering

Reverse engineer binaries, APIs, protocols, and workflows with evidence ladders, interface maps, and falsifiable hypotheses.

Senior Ml Engineer

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, R...

Senior Data Engineer

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka,...

Site Reliability Engineering Best Practices for Data Pipelines

Site Reliability Engineering Best Practices for Data Pipelines - Monitoring & Observability & Alerting

Rule Creation

Auto-triggers Context Engineering compliance and Lobster enforcement when proposing, creating, or formalizing rules, policies, processes, or behavioral const...

Zown Gemini Governor

A high-fidelity token management and model stabilization skill. Implements the Zown "Atomic Pipeline" to prevent Gemini TPM (Tokens Per Minute) rate limits. Use when performing heavy engineering tasks, multi-step code generation, or when encountering 429 Rate Limit errors. Includes protocols for context pruning and forced cool-downs.

astronomer/agents

AI agent tooling for data engineering workflows.

Cue

AI-powered financial research assistant with "White-Box" evidence engineering. Multi-Agent architecture for automated information collection, verification, a...

Udio

Generate AI music with Udio via API wrappers or browser automation, with prompt engineering and song extensions.

QA Test Plan Generator

Generate detailed QA test plans with coverage matrices, test cases, bug severity, automation ROI, release checklists, and metrics dashboards for engineering...

CodeSmith

CodeSmith — senior engineering agent configuration. Full-stack dev automation, CI/CD pipelines, GitHub workflows, ACP dispatch patterns, and real operational...

Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

Superpowers Mode

Enable or disable a strict engineering workflow for coding tasks enforcing goal clarification, specs, planning, test-driven small steps, and verification.

QA & Test Engineering Command Center

Comprehensive QA system for planning strategy, writing tests, analyzing coverage, automating pipelines, performance and security testing, defect triage, and...

PDF Master Translator

A highly robust, multi-agent pipeline for translating and reconstructing complex, image-heavy, or scanned PDF documents (especially engineering, scientific,...

openclaw-engineering-harness

Manages the full engineering workflow by clarifying requests, discovering code, making minimal changes, validating, and preparing publish-ready artifacts.

AI Engineer

AI/ML engineering specialist for building intelligent features, RAG systems, LLM integrations, data pipelines, vector search, and AI-powered applications. Us...

Speckit Workflow for Openclaw

Complete Spec-Driven Development (SDD) orchestrator for OpenClaw. Initializes SpecKit and manages the full engineering lifecycle.

OpenClaw Agent Creator

Create new OpenClaw agents for Arch's multi-agent system. Use this skill when asked to create, add, or set up a new OpenClaw agent, or when adding an agent to the system defined in ~/.openclaw/. Covers the full lifecycle: directory creation, workspace files (SOUL.md, IDENTITY.md, etc.), openclaw.json config, Telegram routing (bindings + groups + mention patterns), cron job creation with proper prompt engineering, and gateway restart. Includes hard-won lessons from building the Wire (News) agent

Lao Huangli

Use when users ask for 老黄历/黄历/择日/宜忌/冲煞/干支/节气 explanations, or need a reproducible engineering workflow to compute calendar fields and derive traditional alma...

Prompts

Deep prompt engineering workflow—task spec, constraints, examples, evaluation sets, iteration protocol, regression testing, and safety alignment. Use when im...