retrieval augmented generation instructions

19 tagged retrieval augmented generation, measured the same way as everything else here.

Browse within: RAG 8

infiniflow/ragflow

Instructions file GitHub Copilot

Copilot instructions for infiniflow/ragflow, covering project instructions for copilot, how to run (minimum), project layout (what matters) and conventions.

90k today A 156 tokens original Apache-2.0

ragflow AGENTS.md

02

infiniflow/ragflow

Instructions file CodexOpenCode

AGENTS.md instructions for infiniflow/ragflow, covering ragflow instructions, core stance, current stack, code layout to expect and go-specific rules.

90k today A 2,027 tokens original Apache-2.0

ragflow CLAUDE.md

03

infiniflow/ragflow

Instructions file

Claude Code instructions for infiniflow/ragflow, a project described as: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.

90k today A 3 tokens copy · 100% Apache-2.0

rag AGENTS.md

04

NVIDIA-AI-Blueprints/rag

Instructions file CodexOpenCode

Instructions for NVIDIA-AI-Blueprints/rag, covering nvidia rag blueprint, project structure, development commands, backend (python) and optional: ragas benchmark cli (see scripts/eval/readme.md).

753 12d ago A 951 tokens original Apache-2.0

rag CLAUDE.md

05

NVIDIA-AI-Blueprints/rag

Instructions file

Instructions for NVIDIA-AI-Blueprints/rag, covering nvidia rag blueprint, project structure, development commands, backend (python) and optional: ragas benchmark cli (see scripts/eval/readme.md).

753 12d ago A 1,215 tokens original Apache-2.0

RAGLight CLAUDE.md

06

Bessouat40/RAGLight

Instructions file

Instructions for Bessouat40/RAGLight, covering claude.md, commands, install dependencies, run all tests and run a single test module.

673 4d ago A 983 tokens original MIT

manifold AGENTS.md

07

intelligencedev/manifold

Instructions file CodexOpenCode

Instructions for intelligencedev/manifold, covering go/manifold, coding conventions, project structure & module organization, package organization and dependency injection.

497 24d ago A 2,315 tokens original MIT

manifold CLAUDE.md

08

intelligencedev/manifold

Instructions file

Instructions for intelligencedev/manifold, covering go/manifold, coding conventions, project structure & module organization, package organization and dependency injection.

497 24d ago A 2,315 tokens copy · 100% MIT

jurisd AGENTS.md

10

russellbrenner/jurisd

Instructions file CodexOpenCode

Instructions for russellbrenner/jurisd, covering agent instructions for jurisd, purpose, current foundation architecture, command contract rule and mcp surface rule.

35 8d ago A 625 tokens original Apache-2.0

pinecone-io/gemini-cli-extension

Instructions file Gemini CLI

Instructions for pinecone-io/gemini-cli-extension, covering pinecone extension for gemini cli, available agent skills, key concepts & setup and available mcp tools.

23 18d ago A 569 tokens original MIT

skills CLAUDE.md

12

pinecone-io/skills

Instructions file

Instructions for pinecone-io/skills, covering skills repo — authoring guidelines, generalization rules and linting.

15 18d ago A 517 tokens original MIT

chrisgagne/grounded-forge

Instructions file CodexOpenCode

Instructions for chrisgagne/grounded-forge, covering agents.md — grounded-forge, read these first, non-negotiable: source integrity, tiers: what you may cite as evidence and editing discipline.

7 11d ago A 1,115 tokens original MIT

chrisgagne/grounded-forge

Instructions file

Instructions for chrisgagne/grounded-forge, covering grounded-forge, system instructions, what this repo is, build system, corpus layout and skills layout: substrate vs corpus-bound.

7 11d ago A 3,658 tokens original MIT

gfrmin/life-agent

Instructions file

Claude Code instructions for gfrmin/life-agent, covering claude.md — operating manual for life-agent, what exists (present tense, no aspiration), src/pkm — the kb core (python, uv, duckdb): key files, conventions & constraints (operational) and environment (arch linux, this machine).

5 2d ago A 14,141 tokens AGPL-3.0

itsarmaanverma/local-token-saver

Instructions file CodexOpenCode

Instructions for itsarmaanverma/local-token-saver, covering codex continuation instructions, start every session, editing and verification rules and complete or pause a task.

2 1mo ago A 373 tokens original MIT

itsarmaanverma/local-token-saver

Instructions file

Instructions for itsarmaanverma/local-token-saver, covering claude continuation instructions, start every session, editing and verification rules and complete or pause a task.

2 1mo ago A 393 tokens original MIT

spacerocket3/gbrain-code

Instructions file CodexOpenCode

AGENTS.md instructions for spacerocket3/gbrain-code: GBrain Code is a repository cartographer, not a coding agent or answer generator.

0 yesterday A 114 tokens original Apache-2.0