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3,528 documents
Stage 1: Discovery
Guides a structured client discovery phase with interview questions, audit checklists, and deliverables for web projects.
Use Case: Meridian SaaS — Engineering the Cognitive Constitution of a Billing Support Agent
Uses a fictional SaaS company to teach the PTCF prompt framework, few-shot learning, chain-of-thought, and tree-of-thought for building a billing support agent.
Eval Learnings
Documents six evaluation rounds that validate parameter recovery, autodiff correctness, influence function assembly, and frequentist coverage for a deep inference package.
Brand Strategy Template
Provides a fill-in-the-blank structure for documenting brand identity, visual guidelines, and implementation steps.
Comprehensive Test Cases
Lists 200+ test cases for TypedArray.prototype.search, searchLast, and contains, covering validation, matching, edge cases, and semantics.
AWS Control Tower guardrails
Explains the two classification axes of AWS Control Tower guardrails: functional type (preventive vs detective) and enforcement level (mandatory, strongly recommended, elective).
Playbook
Guides profiling a Ruby on Rails test suite step by step, from configuration to factory optimization.
tutor_system_prompt
Defines a tutor persona that guides students toward self-solved answers without giving them directly.
Comprehensive SEO Checklist for a Country-Specific Leave Suggestion Website
Lists 18 SEO tasks for a multi-country leave-suggestion site, covering international targeting, technical setup, content, and legal compliance.
oba-gwas-sop
Guides adding GWAS requested trait terms to OBA and EFO through pattern matching, term creation, release, and import.
Schedsy.ai User Journey Guide
Walks a new user through the complete Schedsy.ai platform from account setup to advanced automation and analytics.
:book: Borrowable Limit Order Book - SPEC
Specifies a borrowable limit order book with dual-sided orders, collateral positions, interest rate model, and self-replacing orders.
Pit Crew SI - Demo Script
Walks through a live demo of an AI-powered Jira assistant that triages bugs, plans sprints, and executes actions with guardrails.
Aiotask Context
Stores per-task context in asyncio Task objects so coroutines can share data like request IDs without passing them explicitly.
Design an infrastructure strategy (15-20%)
Covers Azure storage, compute, networking, and monitoring strategy for the AZ-301 exam with checklists and links.
2_Infrastructure
Documents the FORGE infrastructure: admin node setup, barebone server specs, LDAP schema, service host table, and identity management workflows.
Copilot 会話ルール (copilot-instructions.md)
Defines Japanese-language response rules, code formatting conventions, and approval workflows for Copilot interactions in this repository.
MCP - Server Configuration & Integration
Defines MCP server categories, agent-to-tool mappings, query classification rules, and performance profiles for a multi-agent engineering system.
Project Requirements Document: News Scraper & Semantic Search with GenAI
Defines 18 functional and 12 technical requirements for a news scraper with GenAI summarization, topic extraction, and semantic search.
Graph Matching with Topological Features
Teaches enhanced graph matching by combining spatial distances with node2vec and commute times embeddings, then applying the Hungarian algorithm.
feed-sources
Documents four built-in feed sources (Hacker News, TabNews, DEV.to, GitHub) and shows how to add custom JSON API fetchers.
NEAR Protocol Project Scoring Rubric
Defines an 8-category scoring rubric for evaluating NEAR Protocol projects, each with point ranges and AI evaluation prompts.
Design System — 分點情報 API (Broker Label API)
Defines a dark-themed design system for a Taiwan broker behavioral data API landing page, with amber/teal accents and forensic editorial typography.
Chronicles of Stampadia - Codex
Catalogues all events, modifiers, heroes, items, keywords, and generator options for the Chronicles of Stampadia game.