Data and AI instructions files

jasonkneen/tiny-world-builder

Instructions file CodexOpenCode

AGENTS.md instructions for jasonkneen/tiny-world-builder, covering agents.md, project shape, repo-local skills, house style and mental model.

ai4s-research/open-science

Instructions file

Claude Code instructions for ai4s-research/open-science, a project described as: Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

xLLM-AI/xllm

Instructions file

Claude Code instructions for xLLM-AI/xllm, a project described as: A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.

zzet/gortex

Instructions file

Claude Code instructions for zzet/gortex, covering gortex, build & test, codebase overview, discovery (read once, then keep using) and llm provider (powers ask and searchsymbols assist: modes).

modelcontextprotocol/kotlin-sdk

Instructions file ✓ vendor

Claude Code instructions for modelcontextprotocol/kotlin-sdk, a project described as: The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains.

chunkhound/chunkhound

Instructions file CodexOpenCode

AGENTS.md instructions for chunkhound/chunkhound, covering chunkhound llm context, projectidentity, modificationrules, keycommands and development.

Team-Commonly/commonly

Instructions file

Claude Code instructions for Team-Commonly/commonly, covering claude.md / agents.md, 🧠 product vision & architecture philosophy, what commonly is, the architecture model and key concepts.

raspibolt/raspibolt

Instructions file

Claude Code instructions for raspibolt/raspibolt, covering raspibolt: development guidelines, working rules, autonomy model, level 0: autonomous and level 1: inform.

microsoft/prompty

Instructions file GitHub Copilot ✓ vendor

Copilot instructions for microsoft/prompty, covering prompty v2 — complete rebuild plan, what prompty uses from the typra-generated model, key design decisions, python coding rules and environment & tooling.

Azure/GPT-RAG

Instructions file GitHub Copilot ✓ vendor

Copilot instructions for Azure/GPT-RAG, covering repository development and release instructions, branching strategy, default behavior, feature development workflow and branch creation.

Azure/GPT-RAG

Instructions file GitHub Copilot ✓ vendor

Instructions for Azure/GPT-RAG, a project described as: Enterprise-grade accelerator for agentic RAG on Azure. Built on Microsoft Foundry with Foundry IQ as the default retrieval backend, Microsoft Agent Framework orchestration, Zero-Trust architecture and IaC.

Azure/GPT-RAG

Instructions file CodexOpenCode ✓ vendor

AGENTS.md instructions for Azure/GPT-RAG, covering gpt-rag agent operating contract, priority, what this repository is, repository boundaries and how to work.

vndee/llm-sandbox

Instructions file GitHub Copilot

Copilot instructions for vndee/llm-sandbox, covering github copilot instructions for llm sandbox, project overview, code style and formatting, python code standards and code organization.

vndee/llm-sandbox

Instructions file

Claude Code instructions for vndee/llm-sandbox, covering llm sandbox - ai assistant guide, project overview, core architecture, key components and project structure.

K-Dense-AI/k-dense-byok

Instructions file CodexOpenCode

Instructions for K-Dense-AI/k-dense-byok, covering claude.md, project overview, commands, architecture: how a turn flows and project / sandbox layout.

prompt-security/clawsec

Instructions file CodexOpenCode

AGENTS.md instructions for prompt-security/clawsec, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

prompt-security/clawsec

Instructions file

Claude Code instructions for prompt-security/clawsec, covering claude.md, development setup, common commands, releasing a skill and example: ./scripts/release-skill.sh clawsec-feed 0.0.5.

ndif-team/nnsight

Instructions file

Instructions for ndif-team/nnsight, covering nnsight — agent guide, how to use this file, by task, "i want multi-token / autoregressive generation" and "i want to run multiple prompts at once".

FalkorDB/QueryWeaver

Instructions file CodexOpenCode

AGENTS.md instructions for FalkorDB/QueryWeaver, covering agents.md — queryweaver (text2sql), project overview, tech stack, directory structure and quick reference.

FalkorDB/QueryWeaver

Instructions file

Claude Code instructions for FalkorDB/QueryWeaver, a project described as: An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.

adrida/tracer

Instructions file CodexOpenCode

Instructions for adrida/tracer, covering can i install it without asking?, the 4 things tracer does, 1. fit - learn a routing policy from teacher traces, 2. route - predict with the surrogate or defer to teacher and 3. update - continual learning (coverage grows over time).

duanyytop/agents-radar

Instructions file CodexOpenCode

AGENTS.md instructions for duanyytop/agents-radar, covering agents.md, project overview, commands, llm provider (default: anthropic) and anthropic (default).

duanyytop/agents-radar

Instructions file

Claude Code instructions for duanyytop/agents-radar, covering claude.md, project overview, commands, llm provider (default: anthropic) and anthropic (default).

agent-sh/agentsys

Instructions file

Claude Code instructions for agent-sh/agentsys, covering agentsys, critical rules, model selection, core priorities and dev commands.