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Manual Review Guide
Combines AI review tools with a manual checklist for structured PR code reviews.
ADR metadata/0003: 64-Byte String Chunking Ownership
Decides that generated converter code, not a helper class, owns 64-byte string chunking for Cardano metadata, making the logic explicit and self-contained.
Stable Diffusion in TensorFlow / Keras
Ports Stable Diffusion weights to TensorFlow/Keras and provides Python and CLI interfaces for text-to-image generation.
Enable chunking with 8 chunks (the default threshold of 8192 tokens)
Describes an optimization that overlaps matrix multiplication with all-reduce communication in RowParallelLinear layers on Intel Gaudi hardware.
ROLE: Senior Principal Software Architect & Technical Mentor
Defines a strict gatekeeper protocol that forces you to clarify vague prompts before generating any code.
SaltyRTC Chunking
Defines a binary chunking algorithm to split large messages into smaller chunks, originally for WebRTC data channel size limits.
Policy & Compliance (Runtime Enforcement + Shift‑Left)
Defines a progressive policy enforcement pipeline using Kyverno for runtime admission and Checkov for CI scanning, with audit-first rollout and structured exceptions.
STEM Flashcard Generation
Generates atomic flashcards from STEM source material with three output modes: interactive React artifact, Anki TSV export, or direct Anki push via MCP.
Brand Guardian
Defines a brand guardian role that audits content for voice, tone, visual identity, and brand architecture consistency using a scoring rubric and structured review process.
Table of Contents - Raspodijeljene i nerelacijske baze podataka
Lists 12 lecture topics for a distributed and non-relational databases course, covering NoSQL, SQL, and cloud databases.
content-creator
Defines a content creator role with deliverables, decision authority, SOP, and anti-patterns for campaign copy across channels.
GitHub Actions CI/CD Pipeline
Defines GitHub Actions workflows for testing, building, and deploying a Vite app to Vercel with analytics.
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Documents NodeLLM's built-in security features: context isolation, guardrail hooks, tool execution policies, and resource limits for production AI apps.
CLAUDE.md
Documents a SvelteKit OWASP risk calculator's architecture, domain model, and development commands for Claude Code.
What is mcp-server-github?
Packages GitHub's official MCP server as a hardened Docker image with runtime guardrails and optional Kubernetes deployment via Helm.
AI Research Assistant Usage Guide
Guides researchers through installing and using a tool that combines knowledge graphs, semantic search, and AI agents for paper analysis.
✅ DANH SÁCH HOÀN THÀNH - CLOUD RESOURCE CLASSIFIER
Serves as a completion checklist and presentation readiness tracker for a cloud resource classifier project with backend, frontend, and documentation.
Quick Copy Workflow
Defines a 5-step process for standalone copy requests that skip full campaign treatment, with time estimates and a deliverable template.
CLAUDE.md
Documents the architecture, data flow, and API integration of a Next.js chat frontend for a data analysis agent.
Role & Persona
Defines a paranoid engineering persona and immutable coding standards for a secure, multi-tenant RAG platform.
Project Summary
Summarises an ASRR system that builds a private search engine, conversational analyst, and GCP implementation strategist across three phases.
GitOps Fundamentals Lab
Teaches GitOps reconciliation and health monitoring using only shell scripts, git, and cron, no Kubernetes required.
🎯 Content Brief Enhancement for OpenKeywords
Proposes 10 new data fields and a generation pipeline to turn keyword lists into full content briefs with angles, gaps, and research quotes.
Marketing Executive Agent
Guides a marketing executive agent through campaign strategy, creative briefs, and visual ad generation for a Southeast Asian fintech platform.