Tag: Prompt Engineering

Gitingest transforms any GitHub repository into LLM-ready text extracts with a simple URL swap. Discover how this open-source tool eliminates copy-paste fatigue, optimizes token usage, and supercharges AI coding workflows.

Reverse-engineered from npm source maps, this 18-chapter deep dive exposes the 10 architectural patterns that make Anthropic's Claude Code a production-grade AI coding agent. Learn AsyncGenerator loops, speculative execution, cache-sharing sub-agents, and more.

Discover guidance, Microsoft's open-source framework for controlling LLM output with Python code. Learn how constrained generation, token fast-forwarding, and Pydantic-native JSON schemas eliminate parsing failures and cut API costs by 30-70%.

Discover KnAIght, the open-source AI prompt obfuscation tool from WKL-Sec that's helping security researchers bypass detection systems. Complete guide with installation, code examples, and advanced techniques for 2025.

Discover meta-agent from Canvas Labs: the open-source framework that automatically optimizes AI agent harnesses without labels. Improve agent accuracy 20%+ by letting the system rewrite its own prompts, tools, and control flow from execution traces.

Discover skillshare, the open-source tool that syncs AI agent skills across 60+ CLI tools with one command. Stop copying prompts manually—unify your team's AI workflow with built-in security auditing and Git-based distribution.

Discover awesome-claude-skills, the definitive curated collection of Claude AI skills. Learn how progressive disclosure architecture, multi-platform portability, and composable expertise eliminate repetitive prompts and transform developer productivity.

Discover 1100+ official agent skills from Anthropic, Google, Vercel, Stripe & more. Stop wasting hours on generic prompts—use battle-tested skills for Claude Code, Cursor, Codex & Gemini CLI.

OpenAI Evals is the open-source framework for systematically evaluating LLMs. Learn installation, real code examples, advanced patterns, and why top engineers prioritize evaluation over guesswork.

Andrej Karpathy exposed why LLMs write terrible code: silent assumptions, overcomplication, and scope creep. This single CLAUDE.md file fixes Claude Code permanently with four battle-tested principles. Install in 30 seconds.

G0DM0D3 is a fully open-source, privacy-respecting multi-model chat interface for AI red teaming. Built as a single HTML file with 55+ models, parallel jailbreak racing, and systematic perturbation engines. Deploy anywhere in seconds.

Transform chaotic AI coding into disciplined software engineering with Gemini Superpowers for Antigravity. This structured workflow framework adds mandatory planning, approval gates, and test-driven development to Google Antigravity—preventing the 'code first, think later' disasters that plague AI-assisted development.

Discover GoClaw, the 25MB single-binary AI gateway built in Go with multi-tenant isolation, 5-layer security, and native concurrency. Deploy agent teams across 20+ LLM providers and 7 messaging channels — from a $5 VPS to enterprise scale.

WarAgent is an LLM-powered multi-agent system that simulates World War I, World War II, and ancient Chinese conflicts using GPT-4 and Claude-2. Discover how AI agents recreate historical decision-making and what this reveals about preventing future wars.

Token Optimizer by Alex Greenshpun finds invisible context waste costing developers $1,500+/month. Zero dependencies, zero telemetry, with Smart Compaction and live dashboards for Claude Code, OpenClaw, and Codex.

Discover ai-coding-principles: Claude Code skills that enforce coding discipline and prevent AI anti-patterns. Stop fixing broken AI-generated code—prevent it with mandatory rules for silent fallbacks, error handling, TDD, and embedded DDIA system design knowledge.

Discover DSPy, Stanford's revolutionary framework for programming—not prompting—language models. Build self-improving AI systems with declarative Python code that automatically optimizes prompts and weights.

Discover Gemini Voyager, the open-source enhancement suite transforming how developers use Google Gemini. Features folder organization, timeline navigation, prompt vaults, and cross-browser support. Install free today.