Research & Data

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target.

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing README guidance by default.

Identify Azure cost savings from usage and spending data. USE FOR: optimize Azure costs, reduce Azure spending/expenses, analyze Azure costs, find cost savings, generate cost optimization report, identify orphaned resources to delete, rightsize VMs, reduce waste, optimize Redis costs, optimize storage costs, AKS cost analysis add-on, namespace cost, cost spike, anomaly, budget alert, AKS cost visibility. DO NOT USE FOR: deploying resources (use azure-deploy), general Azure diagnostics (use azure-diagnostics), security issues (use azure-security)

Generate text-to-video with HappyHorse 1.0 on RunComfy. Documents HappyHorse 1.0's strengths (#1 on Artificial Analysis Video Arena, native 1080p with in-pass synchronized audio, multi-shot character consistency, 6-language prompt support), the duration / aspect-ratio / resolution schema, and when to route to Wan 2.7 / Seedance 2 / LTX 2 instead. Calls `runcomfy run happyhorse/happyhorse-1-0/text-to-video` through the local RunComfy CLI. Triggers on "happyhorse", "happy horse", "happyhorse 1.0", "happyhorse video", or any explicit ask to generate video with this model.

Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis, validate Container Apps deployment.

Scan AI-agent skills for prompt injection, data exfiltration, and memory poisoning before you install them. One command, no install, no key.

A claude skill to analyze the output of an SQL query over a database.

A Codex skill for reading Operations Management papers with an MS/MSOM lens, generating Obsidian-friendly notes from local PDFs with structured analysis of assumptions, mechanisms, results, and managerial insights.

Codex skill for deep research investigation workflows with TraceGuard, LogicGuard, and FlowGuard.

Codex skill for tracking @aleabitoreddit, Chinese iMessage digests, and Buffett-style analysis

Codex skill for citation-backed PhD professor dossier research

Battle-tested Claude Code agent skills for meta-tooling, session management, and structured research

MCP server that lets any AI agent discover, search, and install ~7,000 agent skills from across the GitHub ecosystem (Anthropic, Superpowers, wshobson, antigravity, Composio, and more).

Codex skill for Encar and KCar used-car search and conservative listing review

Open-source Codex skill and Python model for World Cup match prediction, score probabilities, and risk-aware football analysis.

Reusable Codex skill for AI internship role taxonomy reports from public recruiting pages

Codex skill for analyzing release changes and recommending semantic version bumps.

A collection of Claude skills for SEO tasks. Each folder under /skills/ is a self-contained, fully functional Claude skill. Export .csv or .docx reports.

Claude Code plugin: Claude builds, Codex critiques — a gated research → plan → review → ship pipeline, with autonomous multi-agent revise loops that self-converge.

本地微博(Weibo)抓取 CLI + agent skill:访客态免登录、图片本地 OCR、结构化 JSON 输出,为 AI agent 而生。

npm i -g surf-skill — multi-provider (Tavily + Parallel AI) web skill for AI coding agents. CLI + Node library, auto-fallback, multi-key rotation, cross-OS, batch search.

Agentic flow for scraping data using SearXNG.

Collections of Agent Skills for Agentic Software Delivery

Polymarket prediction-market Agent Skills — read-only market, whale & position research plus official CLOB trading (dry-run by default). Multi-agent: Claude Code, Codex, OpenClaw, and any Agent Skills-compatible runtime.