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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/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/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/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/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: 10 Mar 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/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/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/nold-ai/specfact-cli

The “swiss knife” CLI for agile DevOps teams. Keep backlog, specs, tests, and code in sync. Greenfield + brownfield with SDD/TDD/contracts.

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

Last synced: 06 Mar 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/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/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/rp1-run/rp1

Ready Player One - stop prompting; start shipping

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

Last synced: 19 Feb 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/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/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: 01 Mar 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/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/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/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: 10 Mar 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/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: 16 Feb 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 context-engineering spec-driven-development

Last synced: 12 Feb 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/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/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: 07 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: 10 Oct 2025

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/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/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/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/SmokeAlot420/ftw

First Try Works — vibecoding takes 47 tries, FTW takes one. Multi-agent validation workflow for Claude Code and OpenClaw.

ai-coding claude-code context-engineering developer-tools ftw multi-agent openclaw validation vibecoding workflow

Last synced: 04 Mar 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/ochiee/ai-engineering-resources

🤖 Explore essential AI engineering resources, from research papers to tools, to help software engineers transition into AI roles effectively.

ai ai-agents ai-research awesome awesome-context awesome-context-engineering claude context-engineering diffusers diffusion-models generative-ai gpt image-generation llm manus mlops tutorial tutorial-code

Last synced: 06 Oct 2025

https://github.com/ajay6093/agentic-context-engineering

💬 Engage in continuous chat while dynamically building a JSONL playbook, enhancing insights and strategies with each interaction.

agent-memory agents agi ai ai-tools awesome-context claude-code cognitive-science context-engineering generative-ai language-model memory playwright prompt-engineering-techniques rag sub-agents task-master taskmaster

Last synced: 30 Oct 2025

https://github.com/szqjl/planning-with-files-cursor

将 Manus AI 的规划工作流模式适配到 Cursor IDE - Planning with Files workflow for Cursor IDE

ai-assistant context-engineering cross-platform cursor-ide developer-tools manus-ai markdown planning-workflow productivity workflow-automation

Last synced: 15 Jan 2026

https://github.com/breca/mcp-codemap

Automatic, contextual awareness of your codebase for LLM coding buddies. Gives coding agents a mental map of your codebase with progressive disclosure, like foldable code sections in an IDE, but for LLMs. Helps keep context window clean and bloat free!

code-search context-engineering entity-relation-modeling mcp mcp-server model-context-protocol

Last synced: 01 Mar 2026

https://github.com/jack-chaudier/tropical-mcp

Installable MCP server for guarded context compaction in Codex and Claude-style clients

claude-code codex context-engineering llm mcp memory-compression model-context-protocol

Last synced: 07 Mar 2026

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: 26 Aug 2025

https://github.com/ranaroussi/cc-test-executor-analyzer

A Claude Code agent that runs tests and analyzes results without polluting your main conversation context.

ai claude-code claude-code-subagents context-engineering

Last synced: 22 Aug 2025

https://github.com/alto9/forge

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

ai context-engineering vscode-extension

Last synced: 05 Feb 2026

https://github.com/basher83/ai-tasks-system

A portable, reusable task tracking system for any software project. Tech-agnostic, dependency-aware, and AI-powered.

ai claude-code context-engineering prp template

Last synced: 05 Oct 2025

https://github.com/dirmacs/thulp

Execution Context Engineering Platform for AI Agents

ai ai-agents cli context-engineering crate library llm rust thulp

Last synced: 01 Feb 2026

https://github.com/maydali28/memcp

A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper

claude claude-code context-engineering context-management llm mcp mcp-server memory model-context-protocol rlm rlm-mc sub-agents

Last synced: 20 Feb 2026

https://github.com/ydf0509/nb_ai_context

对任意it项目生成生成 ai上下文到一个单独文档，传给ai大模型或者知识库，把生成的文档传给 google ai studuio ，对大型编程项目的代码生成准确率，效果远远地吊打在 cursor trae qoder claude-code gemini-code-assit 等ai ide写代码

ai aistudio context-engineering llm rag

Last synced: 20 Jan 2026