thehardwarestore.ai

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── 99260 repos indexed ── | filtered by tag: #data-aggregation
iptv-org/iptv β˜… 140042 8171 DATA_RESEARCH

This repository is a large-scale, community-curated collection of free IPTV (Internet Protocol Television) live stream URLs, organized as standardized M3U playlist files by country and platform (e.g., Pluto TV, Samsung TV Plus, local broadcasters). The project functions as a data pipeline: raw stream URLs are contributed via GitHub issues, validated, formatted, and aggregated into categorized playlists (by country, language, category, region, and source) which are deployed to GitHub Pages and a JSON API. Supporting TypeScript scripts handle playlist parsing, stream testing, metadata enrichment from an external database (iptv-org/database), and automated updates via GitHub Actions. While the primary deliverable is the curated dataset, the repository includes a well-structured automation framework that could be adapted for similar data aggregation tasks. The codebase is actively maintained with daily workflows, though the underlying stream URLs are inherently unstable and subject to geo-blocking or link rot.

RATING: 8.3/10 REPRO: 6.0/10 MAINT: active DRIFT: low
β–Έ 4 reusable components found
0xPugal/fuzz4bounty β˜… 983 181 DATA_RESEARCH

This repository is a curated collection of wordlists for bug bounty hunting and web application security testing. It aggregates URL paths, payloads, and vulnerability probes from multiple public sources (SecLists, OneListForAll, dirsearch, nuclei-templates, etc.) into a unified, organized dataset. The wordlists are categorized by technology (e.g., Apache, WordPress, Nginx) and severity (info, low, medium, high, critical), making them directly usable with tools like Nuclei, ffuf, and dirsearch. The repository includes two automation scripts: a shell script that fetches and deduplicates wordlists from external URLs, and a Go program that parses nuclei-templates YAML files to generate technology-specific wordlists. These scripts are run weekly via GitHub Actions to keep the dataset current. The repository is purely a data asset; it contains no application code, APIs, or services. Its primary value is as a ready-to-use, aggregated wordlist source for security researchers and penetration testers.

RATING: 7.5/10 REPRO: 6.5/10 MAINT: active DRIFT: low
β–Έ 2 reusable components found
blackmatrix7/ios_rule_script β˜… 27615 4056 DATA_RESEARCH

This repository is a massive, curated collection of network proxy routing rules (εˆ†ζ΅θ§„εˆ™) for multiple proxy tools including Surge, Loon, QuantumultX, Shadowrocket, Clash, Stash, and AdGuard. The rules are auto-generated by an internal 'RULE GENERATOR' from public data sources (e.g., LM-Firefly/Rules, ACL4SSR, kr328.app) and cover thousands of servicesβ€”from streaming platforms and social media to banking and gaming. Each rule set is provided in multiple formats (`.list`, `.yaml`, `.sgmodule`, `.plugin`) and distributed via daily-updated master and irregular release branches with CDN mirrors. The repository also includes a smaller set of automation scripts (JavaScript) that run inside proxy clients, performing tasks such as ad removal, cookie harvesting, daily check-ins, and TestFlight beta joining. These scripts rely on a custom cross-platform framework called MagicJS, which abstracts the APIs of Surge, Loon, QuantumultX, and Node.js. While the primary character is data aggregation and transformation (rule generation), the presence of application-like automation scripts makes it a hybrid repository. The rule sets are the core deliverable and are widely used by the proxy tool community. The automation scripts are secondary but demonstrate non-trivial engineering for multi-account session management and persistent storage. The repository is actively maintained (last commit 2026-08-21, though some rule sets show stale timestamps from 2024) and has a large user base (27k stars). However, technical drift is medium due to reliance on external data sources, embedded library duplication, and lack of automated testing. Reproducibility is low because the rule generator is not publicly available, and the scripts require specific proxy tool environments and MITM setup.

RATING: 6.7/10 REPRO: 3.0/10 MAINT: maintained DRIFT: medium
β–Έ 1 reusable components found
mursor1985/LIVE β˜… 1974 275 DATA_RESEARCH

This repository aggregates and periodically syncs M3U playlists for Chinese live-streaming platforms (YY, Bilibili, Douyu, Huya) from a third-party proxy service (live.ottiptv.cc). The sole automation is a GitHub Actions workflow that downloads the playlists every 2 hours and commits any changes. There is no application code, data transformation, or analysis; the provided files are directly consumable by IPTV players. The repository includes placeholder test streams and many duplicate entries, indicating mechanical collection. Legal disclaimers in the README warn against commercial use and access from China, suggesting copyright risks. The content is entirely dependent on the external proxy service and platform availability, which introduces high fragility. The last commit date is implausibly far in the future (2026), likely a placeholder, implying the repository is not actively maintained despite the workflow definition.

RATING: 5.4/10 REPRO: 3.0/10 MAINT: stale DRIFT: low
β–Έ 1 reusable components found
kangvcar/InfoSpider β˜… 8246 1476 APPLICATION

InfoSpider is a Windows-only desktop application that aggregates personal data from over 20 online services (e.g., GitHub, JD, Taobao, Alipay, Zhihu, Bilibili) using Selenium-based browser automation and a companion Chrome extension. The user launches a wxPython GUI, selects a data source, logs in via an automated Chrome window, and the tool scrapes orders, bills, contacts, posts, and other personal information, saving it as JSON files. Some spiders also generate HTML charts (word clouds, time-series plots) from the scraped data. The repository includes a separate, experimental PyTorch LSTM model for stock price prediction in `tests/DeepAnalysis/`, which is not integrated into the main tool. The codebase is a monolithic collection of spider scripts with a simple GUI wrapper, relying on outdated library versions (Selenium 3.141.0, pandas 1.0.1) and brittle automation patterns (hardcoded selectors, sleep-based waits). It has not seen active development since 2020 and carries significant technical drift and maintenance risks.

RATING: 5.3/10 MAINT: stale DRIFT: medium
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