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3,528 documents
Codex Review Contract
Defines a review contract for Codex when acting as reviewer on a quantum computing compiler project, with priority rules and checklists.
LLM-Data-Vault Specification
Defines a secure storage and anonymization layer for LLM datasets, prompts, and evaluation corpora with versioning and access control.
ToDo
Tracks development progress and known issues for a Zsh plugin that generates git commit suggestions via LLM providers.
Shadcn UI Rules
Defines import paths and component usage rules for Shadcn UI primitives in a Next.js project.
Security & Compliance
Defines security architecture, authentication flows, RBAC roles, PII handling, encryption, audit logging, and compliance policies for an observability platform.
Agentic-System-Maturity-Assessment
Rates an agentic system across seven maturity layers with a 5-star scale, identifies gaps, and provides a phased remediation roadmap.
✅ ENHANCED SPROUTCV IMPLEMENTATION STATUS REPORT
Reports the implementation status of advanced Google Cloud AI features for a resume analysis platform, listing completed components and deployment steps.
MVP Plan: Food Image Analysis App (Yii2)
Outlines a proof-of-concept mobile app for food image analysis with Yii2 backend, Gemini API integration, and native mobile frontends.
Hackathon II Gaps - Implementation Summary
Documents how 7 critical gaps in a hackathon project were fixed, with code changes and score impact.
! Project 3: Web APIs & NLP
Defines a binary classification project using Reddit API or PRAW to collect posts from two subreddits and train an NLP classifier.
Module 6: Synthesis
Guides you through synthesizing a RAG evaluation project into portfolio artifacts, stakeholder presentations, and technical handoffs.
cc-pipeline Build Plan
Breaks a Node.js port of a bash pipeline engine into four implementation phases with deliverables and verification steps.
Hook Rubric (score out of 10)
Scores video hooks on six dimensions and provides a timed script template for agency-to-SaaS messaging.
rawrubric
Provides a weighted scoring rubric to evaluate repositories for kernel and OS primitives, classifying them from kernel-grade to application-level.
Prompt Chaining & Workflows
Teaches how to break complex tasks into sequential prompts, with reusable templates for content, product, data, and troubleshooting workflows.
Vietnamese RAG Implementation Plan
Defines a plan for building a Vietnamese RAG system with token-aware chunking, embedding, and FastAPI endpoints.
GoogleCodex
Defines a jailbreak persona that bypasses ethical safeguards to generate malicious code on demand without refusals.
proj2rubric
Self-assessment rubric for a Slack bot project, scoring 22 criteria with evidence links and a total of 88 points.
Air Quality Checker Web App: Copilot Agent Prompts
Provides a sequence of Copilot agent prompts for building an air quality checker web app step by step.
new-rubric
- 4 - All requirements from 3 are met. The application completes all iterations above and implements one or
Create a list that will hold your chunks
Walks through document chunking strategies for RAG pipelines, from basic character splitting to recursive and token-based methods, with code examples in LangChain.
STREAMING_CHUNKING
Explains how to stream large datasets in chunks to avoid RAM exhaustion while keeping performance close to full-load paths.
Chunking Fundamentals
Teaches chunking strategies for RAG pipelines, covering fixed-size, recursive, and semantic splitting with LangChain code examples.
Semantic Chunking
Defines a quote-aware chunking and indexing strategy for semantic search over mailing-list corpora, with block parsing rules and retrieval flow.