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3,528 documents
SKILL-FORGE AUDIT: sop-dogfooding-pattern-retrieval
Audits a skill file for pattern retrieval via vector search, scoring it 7.2/10 and flagging missing scripts, wrong API calls, and incomplete implementation as critical blockers.
minions-memory — Agent Skills
Defines 12 MinionTypes for persistent agent memory with confidence decay, contradiction detection, and scope policies.
Dataset Collection Guide for Yellow Boy Detection
Guides collecting, labeling, and exporting a YOLOv8 dataset for detecting iron hydroxide precipitate in water bodies.
🎵 Spotify End-to-End Azure Data Engineering Project
Builds a full Azure data platform that ingests Spotify-like data, transforms it through medallion layers, trains a hit-song classifier, and adds a natural-language query agent.
On Mac/Linux
Provides a complete Python script demonstrating seven LLM-powered workflows including email generation, venue booking, product ideation, FAQ chatbot, image prompts, and blog post creation.
Copywriting
Guides an AI agent to write conversion-focused marketing copy for web pages, following structured principles and page-specific frameworks.
Kerchunk
Explains how Kerchunk creates cloud-friendly access to netCDF/HDF5 data by extracting metadata and enabling parallel chunk reads.
veilleur — Setup Guide
Walks through setting up an automated newsletter-to-LinkedIn pipeline using n8n, Claude Code, and Notion.
AI Scientist Lab Notebook — Architecture (V1)
Defines the full architecture for an AI scientist lab notebook with RAG, ingestion, and plotting pipelines.
Building Agentic Workflows
Explains how to build agentic workflows for creative ad generation, using TikTok Symphony Assistant and Typeface as case studies.
ADR: Preserve Original Memories During Chunking
Decides to keep original memory content unchanged during chunking, storing summaries and chunks as separate linked memories.
SPDX-License-Identifier: CC0-1.0
Defines 14 terms used throughout the Standard for Public Code, clarifying concepts like code, codebase, policy, and public code.
Zasady tłumaczenia
Defines a glossary of 90+ English-to-Polish technical terms plus translation conventions for the JavaScript tutorial.
Build an On-Call Rotation Manager
Builds a self-hosted on-call rotation manager with escalation policies, schedule overrides, and alerting to replace PagerDuty.
Autonomous Delivery Drone Scheduler Simulation
Simulates autonomous drone delivery scheduling with priority preemption, resource synchronization, and a real-time web dashboard.
FIFO Evals Client - Migration Guide
Replaces a synchronous evaluation script that times out on large jobs with an async FIFO queue client that handles up to 10,000 prompts without failure.
Creative Brief: CountCraft Educational Calculator
Defines brand identity, target audience, market position, and three campaign options for launching an educational calculator product.
Create AI-generated meta ad campaigns from product URLs with OpenAI & Firecrawl
Turns a product URL into paused Meta ad campaigns with scraped data, AI-generated copy, and 1:1 images via n8n.
glossary
Defines 60+ Python programming terms with cross-referenced definitions for learners and reference.
CLAUDE.md
Guides Claude Code to understand a SvelteKit portfolio site deployed to Cloudflare Pages with development commands and architecture.
AI Privacy Layer MVP - Technical Design Document
Designs a transparent proxy that anonymizes sensitive data before sending it to LLM APIs and de-anonymizes responses, requiring only a URL change.
Socrates Development Plan
Lays out a four-phase build plan for an AI tutor with text, voice, diagrams, and vision features.
Unique Constraints for School Records
Enforces uniqueness on three optional school identifier fields at both database and application levels with clear error responses.
Embedding-Based Memory Recall — Implementation Plan
Replaces LIKE keyword search with semantic vector search for memory recall, using sqlite-vec and OpenAI embeddings with keyword fallback.