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3,528 documents
Tool Use Reference
Explains the tool-use pattern where Claude requests function calls and you execute them, covering schemas, loops, parallel execution, and built-in tools.
Content at Scale: How Small Teams Can Produce Big Marketing with AI
Teaches small teams to use AI for content marketing, covering strategy, creation, operations, and ethics.
Stripe Local Development Setup
Explains how to test Stripe webhooks locally while keeping the production webhook pointing to Cloud Run.
AGENTS.md — Cross-Platform Agent Instructions
Serves as a table of contents and usage guide for a library of 480+ prompts and 180+ agents organized across 28 categories.
Chapter 06 -- Design Intent Preservation: The Anti-Slop System
Presents a five-layer defense system to prevent generic AI-generated frontend code by enforcing brand-specific design tokens, antipatterns, and checklists.
Remotion Skill — Onboarding Guide
Teaches Claude to build MP4 videos with Remotion using local tools, no API keys, covering narrated, TikTok, music, and captioned video paths.
Contributor Guidelines for the `ee` editor
Lists a feature backlog, coding style rules, and current refactoring priorities for the `ee` terminal editor project.
Monitoring Guide - HwpBridge
Defines a full monitoring stack for an HWP conversion service with Prometheus metrics, Loki logging, Grafana dashboards, alerting, tracing, and SLOs.
Enhanced Prompt Design Guidelines
Guides an AI to rewrite user prompts into stationary, facial-performance-focused video generation prompts for avatar models.
LLM Evaluation — Interview Grill
Presents 115 active-recall questions across 14 sections to test and reinforce knowledge of LLM evaluation concepts.
Documentation Guide
Maps the project's documentation files into a navigable index with quick-navigation paths for common user goals.
GenAI for Marketing - Backend APIs
Documents 16 FastAPI endpoints for campaign management, image generation, Google Trends, news summarization, BigQuery, Drive, Slides, and translation.
CTO Personal Website - Comprehensive Content Strategy
This content strategy document outlines a comprehensive approach to positioning a Chief Technology Officer (CTO) as a thought leader in the technology industry through strategic content creation, professional messaging, and industry expertise showcase.
School Management System PWA - Security Documentation
Documents security architecture, threat models, incident response, and compliance for a school management PWA.
Google Cloud
Documents steps to set up a Google Cloud RAG engine and Vertex AI Search with Dialogflow CX, including trial credits and regional agent creation.
Editorial & Technical Plan: Agentii AI - Financial AI Authority Blog
Operationalises a content strategy for a financial AI blog with editorial workflows, technical stack, SEO tactics, and measurement plans.
New Papers
Collects and categorises 100+ papers on tool use, reasoning, and RL for LLMs, with personal notes and links.
The Evaluation & Optimization Loop
Describes a closed-loop system that generates synthetic data, applies human review, optimizes routing with DSPy, evaluates results, and annotates telemetry for continuous improvement.
Database Interview Notes
Serves as a study guide covering database fundamentals, big data concepts, DBMS architecture, and interview tips for data roles.
Archipelago Alerts - Project Summary for LLMs
Summarises the architecture, stack, and key components of an Archipelago multiworld game tracker with a Flask backend and Android frontend.
Evaluation & Datasets
Explains evaluation metrics, benchmarks, and leaderboards for AI models across text, vision, and audio domains.
Evaluation Framework
Defines a three-layer evaluation system for an AI investment assistant: guardrails, online RAGAS scoring, and offline golden dataset regression tests.
agent-taskstate Task Seed Template
Provides a structured Markdown template for defining a single agent task with metadata, requirements, plan, and acceptance criteria.
Presentation Evaluator — Prototype Plan
Defines an 8-module pipeline that evaluates academic presentations from recorded video, extracting speech, prosody, body language, and language metrics against TED talk benchmarks.