Libraries tagged by heuristics

Deterministic PHP CLI for explainable slop heuristics in PHP repositories.

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End-user optimization, not search-engine optimization — human + agent interaction analytics for Laravel hosts. Ingests collector events, aggregates focus heatmaps, rolls up sessions by actor, and re-polls sites to verify the embedded Fancy Pixel stays visible.

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CleanTalk SPBCT Heuristic Analyser classes

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Smart database query benchmark, heuristic security auditor, and stress tester for Multi-Platform DB Stress Test (Laravel, WP, Symfony, CI, CLI).

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Coverage reporting for your .env: static analysis for env() call isolation, .env.example drift, and secret heuristics.

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BIIGLE module to perform a heuristic laser point detection on images.

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Zero-dependency PHP package for detecting obvious gibberish input using fast heuristics.

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Meta-Heuristic library for optimization problems

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A simple and friendly helper for managing roles and permissions in Laravel applications. Lightweight, easy to setup, and optimized for shared hosting.

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RequestDesk AEO Extension - Scores Magento product pages for answer-engine optimization and ranks the highest-earning pages that need supporting content. Pluggable scoring backends: free local heuristic, direct Claude, or RequestDesk (coming soon).

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Heuristic, modular threat detection (signal-only) with weighted float scoring, predefined thresholds, and PSR-15 middleware for PSR-7 apps.

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PDF import/export for fissible/transmark: PdfWriter composes HtmlWriter output with dompdf/dompdf; PdfReader recovers a Document from PDF bytes via layout heuristics.

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Heuristic spam scoring and submission monitoring for public Laravel forms.

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heuristic algorithm for efficiently packing rectangles of a fixed aspect ratio into a defined space, addressing the NP-hard bin packing problem through iterative adjustment of tile sizes and arrangement.

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Bot Detector analyzes user agent strings to identify bots, crawlers, and automated software. It matches against a database of known bots and adds heuristics that catch automated clients not in the database, returning the bot's category, reputation and a composite risk score. Useful for security, analytics, and access control.

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