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3,528 documents
Mobile Constraints & iOS Optimization
Documents mobile-first responsive design and iOS-specific optimizations for a React UI kit, covering viewport, safe areas, touch targets, and breakpoints.
SentinelAI Services v2.1 - Alice's Expert Review Guide
Checklist for reviewing a hackathon project's architecture, features, and production readiness across 11 assessment categories.
Ads Agent – RinkLink
Defines an autonomous paid ads agent that creates, executes, and optimizes Meta, Google Ads, and X campaigns for a hockey scheduling product.
Defunct Pool Implementation Plan
Plans and tracks the implementation of a defunct pool feature in a CosmWasm vault contract, allowing permanent pool shutdown and proportional user refunds.
Security and Compliance
Documents the security architecture, controls, and compliance frameworks for an LLM Gateway service.
Content Calendar Planner
Guides an AI through an 11-step process to build a content calendar with pillars, cadence, themes, and repurposing plans.
Judging Rubric
Defines a 100-point scoring rubric for an AI-for-social-good hackathon, covering five criteria with detailed score bands and tie-breaking rules.
Reports Guide
Documents 7 interactive HTML reports for exploring video interview projects, with commands, keyboard shortcuts, and workflows.
Lesson 11 - Evals (Regression Testing for Agents)
Defines a regression testing system for agents using golden datasets and hard/soft assertions to catch regressions after prompt changes.
3.Constraints
Explains six SQL Server constraint types with syntax examples and error messages for enforcing data integrity.
📚 LEARN.md - Astra AI Secretary App
Onboards contributors to an Android AI secretary app by explaining its architecture, tech stack, setup steps, and contribution areas for GSSoC.
YouTube Video Script: Train OccWorld on Tokyo 3D City Data with Lambda Cloud
Provides a complete script and visual plan for a YouTube tutorial on training the OccWorld 3D world model on Tokyo city data using Lambda Cloud GPUs.
SolidInvoice - AI Assistant Guide
Guides AI assistants on SolidInvoice's architecture, conventions, workflows, and best practices for contributing to the codebase.
GPL Compliance Checklist for Zodiac Sidereal Distribution
Guides a developer through GPL v3 compliance for a desktop application that bundles the Swiss Ephemeris library, with a checklist and distribution scenarios.
htmltools (development version)
Documents the version history of the htmltools R package, listing new features, bug fixes, and breaking changes across releases.
Evaluation Methodology — Practitioner Reference
Distills evaluation methods for open-ended AI systems into actionable guidance with code examples and decision trees.
AI Agent Improvement Plan (Repere)
Outlines a phased plan to improve an AI agent's tool accuracy, context relevance, latency, and user trust with diagnostics and validation.
ProtoExtract — Evaluation Approach Using OmniDocBench Methodology
Defines a multi-level evaluation framework for clinical protocol table extraction, adapting OmniDocBench metrics and adding domain-specific accuracy measures.
Mechanistic Agent - Runtime Notes
Documents the local-first architecture, API endpoints, subagent system, skill layout, and contribution tracks for a chemical reaction mechanism prediction agent.
TreeDex — Comprehensive Documentation
Documents the architecture, API, and internals of a tree-based, vectorless RAG framework available in Python and Node.js.
Table of Contents
Lists 20+ sections of a SecureSphere AI agent development guide, including architecture, tutorials, and comparisons to Barrelfish.
Writing Effective .clinerules
Defines best practices for writing.clinerules files that guide Cline's behavior, knowledge, and workflows.
UNIT - 1
Documents database fundamentals: history, DBMS architecture, data models, and DBA responsibilities for a university-style course.
MCP-Titan HOPE Alignment & Implementation Plan
Audits a codebase against a research paper, catalogues missing features, and lays out a phased build plan with code examples.