Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

twmd-music-media-audit

Music / 音樂類 People / 演員 / 運動員 條目 iframe 缺口 audit per EDITORIAL §媒體編織 baseline. 產出 reports/music-media-audit/YYYY-MM-DD.md heal candidate list. TRIGGER when: user says "音樂 audit", "缺影片", "music media audit", "iframe 盤點".

1.11k repo starsObserved in 1 repos
Research

twmd-news-lens

Weekly news-lens 三源交叉 + news-driven spore candidate propose via EVOLVE-PIPELINE v2.0. Routine fires Sunday 01:00. Manual /twmd-news-lens or "跑 news lens" or "新聞透鏡掃描". TRIGGER when: routine twmd-news-lens-weekly fires / user says "跑 news lens" / "新聞透鏡掃描" / "三源交叉找熱點".

1.11k repo starsObserved in 1 repos
Research

twmd-probe

Run external hot-spot probe (探測器). Weekly or observer-triggered. TRIGGER when: user says "跑探測器", "掃熱點", "probe", "外部缺口".

1.11k repo starsObserved in 1 repos
Research

factor-mining

Guide user through factor research and mining. Trigger when user asks to "find effective factors", "mine factors", "research alpha factors", "help me design a factor", "factor analysis", or similar requests about discovering new trading factors.

1.10k repo starsObserved in 1 repos
Research

webshop-result-analyzer

This skill evaluates a list of search results against the target product criteria. Trigger it when a search result page is observed, to identify promising product listings. It analyzes each result's title, price, and brief description to shortlist items that best match the required attributes (like size, color, and price), outputting a prioritized list of candidate product IDs or links for further inspection.

1.10k repo starsObserved in 2 repos
Research

webshop-result-filter

Filters search results by evaluating product listings against specific user constraints like price, features, or ratings. Use when you are on a search results page and need to systematically identify which products meet all given criteria before selecting one for closer inspection. Takes a list of products with their details and outputs a filtered subset that meets the defined requirements.

1.10k repo starsObserved in 2 repos
Research

webshop-product-search

Performs an initial product search using a web interface by generating appropriate search keywords based on interpreted query criteria. Use when starting a product discovery task, when returning to search results after rejecting a product, or when the observation contains a search interface prompt. The skill inputs structured search parameters and outputs a list of candidate products from the search results page.

1.10k repo starsObserved in 1 repos
Research

compatibility

Reference for OrangeHRM supported-version alignment across PHP, Composer, installer system requirements, MySQL/MariaDB, webservers, browser/frontend targets, Node/Yarn, Docker dev-environment services, and GitHub Actions matrices. Use whenever the user asks about supported versions, changes PHP/database/browser/Node/webserver support, edits composer constraints, installer/config/system_requirements.php, package-manager metadata, CI workflow matrices, Docker dev-env versions, or release/runtime compatibility.

1.09k repo starsObserved in 1 repos
Research

ecosystem

Reference for the wider OrangeHRM Starter ecosystem — upstream/source repositories, mobile app repositories and store listings, DockerHub image, cloud package and AWS Marketplace distribution, SourceForge and GitHub releases, Starter API docs, end-user help, demo site, and product page. Use whenever the user asks about external OrangeHRM Starter resources, release/download channels, public docs, mobile app links, cloud packages, demo access, or where an agent should look for project-adjacent context outside this repository.

1.09k repo starsObserved in 1 repos
Research

competitor-data-verifier

Verify and update competitor product data by scraping competitor websites using WebFetch/WebSearch. Use when the user asks to verify, check, or update competitor information in competitorData files (like amplitude.tsx, mixpanel.tsx), or when they want to ensure competitor feature data is accurate and current. This skill systematically checks product features, pricing, platform details, and generates update recommendations with source URLs for verification.

1.09k repo starsObserved in 2 repos
Research