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Projects in Awesome Lists tagged with context-engineering

A curated list of projects in awesome lists tagged with context-engineering .

https://github.com/glittercowboy/get-shit-done

A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.

claude-code context-engineering meta-prompting spec-driven-development

Last synced: 08 Feb 2026

https://github.com/volcengine/MineContext

MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）

agent context-engineering electron embedding-models memory proactive-ai python python3 rag react vector-database vision-language-model

Last synced: 21 Oct 2025

https://github.com/cocoindex-io/cocoindex-code

A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!

agents ast cocoindex code-search coding-agent context-engineering indexing mcp python tree-sitter

Last synced: 27 Apr 2026

https://github.com/gsd-build/gsd-2

A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture

context-engineering meta-prompting spec-driven-development

Last synced: 01 Apr 2026

https://github.com/yvgude/lean-ctx

Reduce AI coding costs by 99% — MCP Server + Shell Hook for Cursor, Claude Code, Copilot, Windsurf, Gemini CLI & 24 tools. Single Rust binary, zero telemetry.

agentic-coding ai ai-coding claude-code context-engineering copilot cursor developer-tools gemini-cli llm mcp mcp-server reduce-token-costs rust token-optimization

Last synced: 25 Apr 2026

https://github.com/nexi-lab/nexus

Nexus, the shared heartbeat where every agent and human connect, collaborate, and evolve together.

ai-memory context-engineering context-store filesystem llm

Last synced: 24 Apr 2026

https://github.com/synalinks/synalinks

🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

context-engineering in-context-learning in-context-reinforcement-learning language-model llmops llms neuro-symbolic neuro-symbolic-ai reinforcement-learning reinforcement-learning-agent test-time-adaptation test-time-training

Last synced: 11 Oct 2025

https://github.com/context-hub/generator

CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

context context-aware-ai context-engineering context-extractor hacktoberfest instructions llm mcp mcp-server mcp-servers mcp-tools php prompt-engineering vibe-coding

Last synced: 08 Feb 2026

https://github.com/automagik-dev/genie

Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it.

ai-agents ai-developer-tools anthropic automation autonomous-agents claude claude-code cli coding-agents context-engineering developer-tools llm mcp orchestration parallel-agents productivity terminal typescript vibe-coding worktrees

Last synced: 09 Apr 2026

https://github.com/hexinfo/dat

Asking yours data in a natural language way through pre-modeling (data models and semantic models).

agent-framework agents chatbi chatdata context-engineering data-analysis llms mcp nl2sql rag text2sql

Last synced: 04 Mar 2026

https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

agentic-ai agentic-rag context-engineering deterministic-ai gpt-5-api mcp model-context-protocol multi-agent-systems pinecone rag semantic-analysis semantic-blueprints universal-context-engine

Last synced: 14 Apr 2026

https://github.com/cortexkit/opencode-magic-context

OpenCode plugin for Magic Context — cache-aware infinite context, cross-session memory, and background history compression for AI coding agents

agent-context agent-framework agent-memory ai ai-agents ai-context ai-memory cache-aware context-engineering context-management langchain memory opencode

Last synced: 21 Apr 2026

https://github.com/Cluster444/agentic

An agentic workflow tool that provides context engineering support for opencode

agentic agentic-coding context-engineering

Last synced: 05 Nov 2025

https://github.com/Fr-e-d/GAAI-framework

Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.

agentic-coding ai-agents ai-coding ai-developer-tools ai-governance ai-memory-system autonomous-agents claude-code codex-cli context-engineering cursor devtools gemini-cli opencode vibe-coding windsurf

Last synced: 20 Apr 2026

https://github.com/ba-calderonmorales/terminal-jarvis

In the midst of all the tools out there that you can possibly use to keep track of them. Here's a "shovel" that just works to try them all out.

aider amp cargo claude-code cli codex context-engineering copilot crush gemini-cli goose llxprt meta-prompting opencode packages-manager qwen-code rust terminal thinwrapper typescript

Last synced: 01 Mar 2026

https://github.com/vanzan01/claude-code-sub-agent-collective

🧠 Context Engineering Research - Not just another agent collection, but using research and context engineering to function as a collective. Hub-and-spoke coordination through Claude Code.

agents ai-development autonomous-programming claude claude-code context-engineering multi-agent playwright sub-agents task-master taskmaster yolo

Last synced: 18 Aug 2025

https://github.com/websitebutlers/codefire-app

CodeFire gives AI coding tools persistent memory, task tracking, and project intelligence. A desktop companion for the AI-native workflow.

claude claudecode context-engineering context-engineering-framework mcp

Last synced: 01 Apr 2026

https://github.com/packmindhub/packmind

Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.

ai-code-governance ai-coding-assistant ai-guardrails claude-code context-engineering contextops copilot cursor

Last synced: 16 Jan 2026

https://github.com/efficientcontext/contextpilot

Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, RAG, and Agentic AI.

ai-agents context-api context-engineering inference-optimization prompt-engineering

Last synced: 05 Mar 2026

https://github.com/ramakay/claude-organizer

AI-powered file organization and context engineering that understands content, not patterns. Automatically sorts temporary scripts from permanent docs while preserving your workflow. Works seamlessly with Claude Code hooks. Protects README, LICENSE, configs.

claude-ai claude-code context-engineering

Last synced: 21 Sep 2025

https://github.com/timothywarner-org/prompt-pro

Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.

agentic-ai ai-training artificial-intelligence business-ai chatgpt claude context-engineering course-materials education google-gemini llm machine-learning mcp microsoft-copilot model-context-protocol openai oreilly professional-development prompt-engineering prompt-templates

Last synced: 11 Feb 2026

https://github.com/prompt-templates/ai-session-governance

Harness engineering for AI session continuity — cross-tool handoff governance for Codex, Claude Code, and Gemini CLI. PLAN→READ→CHANGE→QC→PERSIST workflow with anti-drift guardrails.

agents-md ai-coding ai-handoff claude-code codex context-engineering gemini-cli harness-engineering session-governance vibe-coding

Last synced: 26 Apr 2026

https://github.com/yzfly/contextx

ContextX: Context-driven AI development framework powered by Claude Code. Transform documents into complete projects with intelligent agent workflows.

claude claude-ai claude-code claude-dekstop claude4 context-engineer context-engineering mcp

Last synced: 30 Aug 2025

https://github.com/unknown-studio-dev/hoangsa

HOANGSA is a context engineering system for Claude Code. It solves a fundamental problem: Claude's output quality degrades as the context window fills up.

claude claude-code context-engineering meta-prompting spec-driven-development

Last synced: 24 Apr 2026

https://github.com/vstorm-co/summarization-pydantic-ai

Context Management processor for Pydantic AI agents, providing LLM-powered summarization or zero-cost sliding window trimming to handle infinite/long-running conversations without context overflow. Supports flexible triggers, safe cutoffs, and custom prompts for efficient AI apps.

ai-agents anthropic chatgpt claude context-engineering deepagents gemini llm pydantic-ai python

Last synced: 01 Apr 2026

https://github.com/nold-ai/specfact-cli

The Swiss-knife CLI for validation and alignment in software delivery. Keep backlog intent, specs, tests, and code in sync across AI-assisted and brownfield delivery.

ai backlog-refinement brownfield code2spec context-engineering contract-enforcement contract-first contract-testing contracts copilot kanban legacy-modernization python requirements-engineering scrum sdd spec-driven-development spec-first testing value-driven

Last synced: 17 Apr 2026

https://github.com/gqfx/fnmap

AI code indexing tool for analyzing JS/TS code structure and generating structured code maps

ai ai-assistant context-engineering

Last synced: 13 Jan 2026

https://github.com/rp1-run/rp1

Ready Player One - stop prompting; start shipping

ai claude-code context-engineering developer-tools opencode prompt-engineering

Last synced: 26 Apr 2026

https://github.com/timothywarner-org/context-engineering

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

ai-agents ai-memory anthropic azure-ai-search chromadb claude context-engineering fastapi fastmcp hybrid-rag knowledge-graph langgraph llm mcp mcp-tools model-context-protocol python rag semantic-memory vector-database

Last synced: 11 Feb 2026

https://github.com/senzing-garage/sz-semantics

Transform JSON output from Senzing SDK for use with graph technologies, semantics, and downstream LLM integration

context-engineering data-privacy entity-resolution entity-resolved-knowlege-graph ontology rdf semantic-layer semantics senzing-test-linux-darwin-windows senzing-test-weekly skos

Last synced: 28 Feb 2026

https://github.com/frmoretto/stream-coding

Stop "vibe coding" and start Stream Coding, the 10-20x velocity methodology for AI-accelerated development. Includes the official SKILL.md for Claude/Cursor/Windsurf and the complete Manifesto.

ai-accelerated ai-coding ai-development claude claude-code context-engineering cursor developer-tools documentation-first llm methodology sdd software-engineering specification-driven-development technical-debt velocity

Last synced: 02 Mar 2026

https://github.com/coalesce-labs/catalyst

Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

agent-memory agentic-coding ai-agents ai-coding claude-code-commands claude-code-plugin claude-code-plugins-marketplace claude-code-subagents context-engineering token-optimization

Last synced: 24 Apr 2026

https://github.com/frmoretto/clarity-gate

Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protocol for your documents that are going to be provided to LLMs or RAG systems. Place automatically the missing uncertainty markers to avoid confident hallucinations. HITL for non-directly verifiable claims.

ai ai-safety clarity-gate claude context-engineering documentation epistemic-quality hallucination llm methodology pre-ingestion prompt-engineering rag stream-coding verification

Last synced: 02 Feb 2026

https://github.com/turtir-ai/kairos-context-keeper

Kairos: An autonomous development supervisor powered by Context Engineering. It provides a living memory and a contextual constitution for your projects to prevent AI context loss.

agentic-ai ai ai-assistant autonomous-agents code-generation context-engineering cursor-ide developer-tools docker fine-tuning hackathon kiro-ide llm llms local-llm nlp ollama python rag retrieval-augmented-generation

Last synced: 06 Aug 2025

https://github.com/maystudios/maxsimcli

Solve context rot in AI coding. Spec-driven development system for Claude Code, OpenCode, Gemini CLI, and Codex — with parallel subagents, atomic commits, and a live dashboard.

agentic-coding ai-tooling ai-workflow claude-code cli context-engineering context-window developer-tools gemini-cli llm meta-prompting opencode spec-driven-development subagent typescript

Last synced: 06 Apr 2026

https://github.com/shinpr/codex-workflows

Structured agentic coding workflows for OpenAI Codex CLI with specialized AI subagents, planning, and quality gates.

agent-skills agentic-coding ai-coding ai-coding-agent code-generation code-quality codex codex-cli context-engineering development-workflow multi-agent openai subagents tdd

Last synced: 15 Apr 2026

https://github.com/marcosjimenez/pcompiler

A declarative prompt engineering framework that transforms high-level DSL definitions into optimized, model-specific LLM prompts.

cicd context-engineering prompt-engineering python tools

Last synced: 12 Mar 2026

https://github.com/aleeepassarelli/semantic-latent-engineering

“Semantic Latent Engineering (SLE) is a high-level framework for reasoning about meaning, intent and agents on top of LLMs. It combines math, cognitive architecture and practical patterns (SD, HDSA, ABC, CPP, MMOR) to move from prompt tricks to auditable, testable semantic engineering.

agent agentic-ai ai-architecture attention-mechanism cognitive-architecture context-engineering ensemble-learning llm mechanistic-interpretability multi-agent-systems prompt-engineering semantic-density semantic-latent-engineering

Last synced: 05 Mar 2026

https://github.com/cyqlelabs/mcp-dual-cycle-reasoner

A MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism.

agentic-ai agents ai artificial-intelligence context-engineering large-language-models llm logic loop loop-detection mcp mcp-server prompt-engineering

Last synced: 02 Feb 2026

https://github.com/fareedkhan-dev/contextual-engineering-guide

Implementation of contextual engineering pipeline with LangChain and LangGraph Agents

ai ai-agents claude context-engineering langchain langgraph large-language-models openai prompt-engineering

Last synced: 12 Oct 2025

https://github.com/n0zer0d4y/athena-protocol

An AI tech lead in server form—this intelligent MCP agent validates your coding agent's strategy, analyzes impact, and catches critical issues before any code is written. Like having a senior engineer review every approach, ensuring thoughtful architecture and fewer regressions.

ai-agents ai-assisted-coding code-analysis code-quality context-engineering dependency-mapping developer-tools impact-analysis mcp-server model-context-protocol multi-llm-support thinking-validation vibe-coding

Last synced: 03 Feb 2026

https://github.com/emminix/echocontext-factory

🎵 Voice-enabled context engineering system for Claude Code with accessibility features and documentation-to-development bridge

accessibility automation claude-code context-engineering developer-tools elevenlabs hooks javascript mcp-integration multi-agent openai python tts typescript voice-ai workflow

Last synced: 08 Apr 2026

https://github.com/ichbinsoftware/agentic-context-framework

A structured framework for giving AI assisted teams the architectural context they need to generate code that fits your system.

agent-context-management agentic-devops ai-agents context-engineering developer-tools

Last synced: 07 Apr 2026

https://github.com/helderberto/tracerkit

Spec-driven development workflow for AI agents - PRD, plan, check.

ai claude-code context-engineering engineering prd sdd sdlc spec-driven-development spec-planning specification tracerkit

Last synced: 09 Apr 2026

https://github.com/0xplaygrounds/ryzome-mcp-plugins

🫚 Integration plugins to leverage Ryzome's agentic context in Openclaw, Claude Code & via MCP

agents agentshub context-engineering context-management openclaw openclaw-alternative openclaw-extension openclaw-plugin ryzome

Last synced: 23 Apr 2026

https://github.com/n0zer0d4y/mercury-spec-ops

Modular MCP server for programmatic prompt engineering. Provides intelligent prompt assembly for PRD generation, codebase analysis, and bug analysis with support for 31 technology stacks.

bug-analysis code-analysis context-engineering developer-tools mcp-server model-context-protocol modular-architecture prompt-assembly prompt-engineering

Last synced: 03 Feb 2026

https://github.com/Apoo711/Context-Engineering

🚀 A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and complex software development.

ai-assisted-development cli context-engineering gemini generative-ai prompt-engineering software-development template

Last synced: 10 Aug 2025

https://github.com/scottbaggett/dex

Context optimization for agentic workflows. Extract and format code changes with surgical precision for LLM.

agentic-ai cli context-engineering llms

Last synced: 12 Apr 2026

https://github.com/bessouat40/dumbo-rs

A simple tool to ingest code files into a single text file for LLM context.

cli cli-app context-engineering context-management llm llm-tools llms rust

Last synced: 09 Apr 2026

https://github.com/obsfx/promptscout

Enrich coding agent prompts with codebase context using a local LLM

agent ai coding-agent context-engineering llamacpp node prompt-engineering qwen3 qwen3-4b

Last synced: 19 Feb 2026

https://github.com/nguyenthienthanh/aura-frog-cursor

Aura-Frog Cursor provides a structured, command-based workflow for AI-assisted development in Cursor IDE. It replaces ad-hoc prompting with clear workflows, embedded instructions, and guided steps to improve analysis, implementation, and documentation quality.

ai-assisted-development command-driven-workflow context-engineering cursor-ide developer-workflows prompt-engineering software-engineering structured-prompts test-driven-development

Last synced: 13 Apr 2026

https://github.com/frankxai/agentic-creator-os

Agentic Creator OS v11 — The operating system for AI-powered creators. 90+ skills, 65+ commands, 38 agents, 8 plugins. Works with Claude Code, Cursor, Windsurf, Gemini.

agentic-skills ai-agents autonomous-coding claude-code claude-code-plugins context-engineering developer-tools hooks llm multi-agent orchestration skills subagents

Last synced: 04 Apr 2026

https://github.com/anatoliykmetyuk/ctxlayer

Human-in-the-loop context engineering and curation tool for AI-assisted development

ai ai-agents ai-engineering ai-tools context-engineering context-management

Last synced: 04 Apr 2026

https://github.com/andreaserradev-gbj/dev-workflow

Claude Code plugin for multi-session development: plan features with structured PRDs, checkpoint progress, and resume across sessions

claude-code codex context-engineering gemini-cli spec-driven-development

Last synced: 11 Apr 2026

https://github.com/myprototypewhat/context-chef

Context compiler for TypeScript/JavaScript AI agents. Automatically compiles agent state into optimized LLM payloads with history compression, tool pruning, multi-provider support, and more.

ai-agent ai-sdk anthropic compression context-engineering context-window-optimization gemini llm middleware monorepo openai typescript vercel-ai

Last synced: 14 Apr 2026

https://github.com/norandom/ragflow-claude-desktop-local-mcp

RAGflow at Claude Desktop - for expert knowledge base access based of complex documents

claude-desktop context-engineering document-analysis mcp-server ragflow

Last synced: 10 Mar 2026

https://github.com/atlantic-blue/greenlight

TDD-first development system for Claude Code. Tests are the source of truth. Green means done. Security is built in, not bolted on.

agent claude-code context-engineering

Last synced: 19 Feb 2026

https://github.com/laurenzpavlosmalisianos/master-prompt-agreement

A framework for directing AI coding agents using the structure of professional service contracts, with structured arbitration, sub-contracting workflows, and continuous rule improvement.

agentic agentic-ai agents ai-agents ai-governance ai-safety ai-tools anthropic claude claude-code context-engineering developer-tools generative-ai large-language-models llm prompt prompt-engineering

Last synced: 11 Mar 2026

https://github.com/graph-com/haystackcraft

Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

agent benchmark context-engineering deep-research llm long-context rag retrieval

Last synced: 15 Apr 2026

https://github.com/wangkanai/claude-engineer

Claude Code with engineer orchestration to enhance project coordination for software product development

agentic-ai agentic-workflow claude code context-engineering

Last synced: 13 Feb 2026

https://github.com/aredesrafa/logslimmer

Save massive token costs while coding or vibe-coding by semantically compressing console and terminal logs with up to 90% reduction, preserving all relevant information for AI agents.

ai-tools cli compressor context-engineering developer-experience devtools log log-processing observability prompt-engineering text-compression vibe-coding workers

Last synced: 02 Mar 2026

https://github.com/yzfly/awesome-context-engineering

A curated collection of resources, papers, tools, and best practices for Context Engineering in AI agents and Large Language Models (LLMs).

awesome-context awesome-context-engineering claude claude-code context-engineering manus prompt-engineering prompt-engineering-techniques

Last synced: 30 Aug 2025

https://github.com/frankxai/arcanea-ai-app

Build your universe — living intelligence for music, mythology, characters, and agents. arcanea.ai

ai-infrastructure context-engineering creative-intelligence guardian-pattern living-intelligence multi-agent

Last synced: 04 Apr 2026

https://github.com/codewithabkhan/ebikesore-qwen

Ecommerce Store with auth and payment integration Generated with Context Engineering using QWEN Code CLI Blazor .NET 10

blazor context-engineering dotnet dotnet-core qwen3 qwen3-coder stripe stripe-payment vibe vibe-coding

Last synced: 24 Sep 2025

https://github.com/jamalcodez/adce-framework

Appetite-Driven Context Engineering framework for AI-first development

ai-development claude-code context-engineering framework shape-up

Last synced: 20 Apr 2026

https://github.com/avinava/sf-documentation-knowledge

Salesforce documentation knowledge system — MCP server + Knowledge Graph for AI agents

apex context-engineering knowledge-graph llm mcp salesforce

Last synced: 16 Apr 2026

https://github.com/jarrett-au/context-bridge-extention

A Chrome Extension to capture, organize, and synthesize web content into structured context for LLMs. Features drag-and-drop management, template joining, and AI refinement.

chrome-extension context-engineering prompt-toolkit

Last synced: 13 Jan 2026

https://github.com/alto9/forge

VSCode extension to provide behavior driven planning and development to your project

ai context-engineering vscode-extension

Last synced: 02 Apr 2026

https://github.com/josepavese/needlex

Local-first runtime that compiles noisy web pages into verified high-signal context for AI agents

ai-agents context-engineering golang local-first mcp retrieval sqlite web-scraping

Last synced: 25 Apr 2026