ai research instructions

Imbad0202/academic-research-skills

Instructions file GitHub Copilot

AI-augmented academic research pipeline with integrity verification.

Imbad0202/academic-research-skills-codex

Instructions file GitHub Copilot

AI-augmented academic research pipeline with integrity verification.

claude-world/notebooklm-skill

Instructions file GitHub Copilot

Instructions for claude-world/notebooklm-skill: This Python project provides a JSON-first CLI, five async pipelines, and 13 MCP tools for NotebookLM. Keep all notebooklm-py API adaptation in scripts/common.py so the three public surfaces stay consistent. Follow the Ruff and mypy configuration, use typed async code…

claude-world/notebooklm-skill

Instructions file CodexOpenCode

Instructions for claude-world/notebooklm-skill, covering notebooklm-skill, authentication, cli commands, notebooklm-skill — core operations and notebooklm-pipeline — workflow orchestration.

BetterForAll/self-improving-agents

Instructions file

Instructions for BetterForAll/self-improving-agents, covering self-improving agents -- project context for claude code, project overview, background & history, repo structure and the 4 levels.

Shiyao-Huang/awesome-agent-evolution

Instructions file CodexOpenCode

Instructions for Shiyao-Huang/awesome-agent-evolution, covering agents.md, l1, l2, l3 and current scale (2026-05-25).

Shiyao-Huang/awesome-agent-evolution

Instructions file

Instructions for Shiyao-Huang/awesome-agent-evolution, covering claude.md, priority, user input privacy, claude working style and website style baseline.

airas-org/airas

Instructions file GitHub Copilot

Instructions for airas-org/airas, a project described as: AIRAS - an open-source project for research automation.

HaowenHou/AgenticResearchWiki

Instructions file CodexOpenCode

Instructions for HaowenHou/AgenticResearchWiki, covering reading docs, reading order, do not read by default, template placeholders and doc-update rules.

HaowenHou/AgenticResearchWiki

Instructions file

Instructions for HaowenHou/AgenticResearchWiki, covering reading docs, reading order, do not read by default, template placeholders and doc-update rules.

Rockielab/rockie-claude

Instructions file

Instructions for Rockielab/rockie-claude, covering how to work in rockie-claude, first reads (after the workspace docs/ reads), ⚠️ this repo is a local overlay, not the canonical source, process for changes here and skills you'll reach for.

cybertronai/SutroYaro

Instructions file CodexOpenCode

Instructions for cybertronai/SutroYaro, covering agents.md, for single agents (getting started), how ai agents were used, for agents reviewing prs and for agents running experiments.

cybertronai/SutroYaro

Instructions file

Instructions for cybertronai/SutroYaro, covering claude.md - sutro group research workspace, project context, scoped role of this repo (read this first), read these first and core concepts.

cybertronai/SutroYaro

Instructions file Gemini CLI

Instructions for cybertronai/SutroYaro, covering gemini.md - sutro group research workspace, project context, read these first, core concepts and current best methods.

Axect/magi-researchers

Instructions file

Instructions for Axect/magi-researchers, covering claude.md and version management.

seandavi/biomedical-agent-kg

Instructions file

Claude Code instructions for seandavi/biomedical-agent-kg, covering claude.md, what this is, running, core invariant — fix the generator, never the record and architecture.

SebastianElvis/reaper

Instructions file

Instructions for SebastianElvis/reaper, covering reaper, project structure, commands, run tests (includes l1 structural eval graders) and run the layered evals.

jakubs2623/notebooklm-skill

Instructions file CodexOpenCode

Instructions for jakubs2623/notebooklm-skill, covering notebooklm-skill, authentication, cli commands, notebooklm-skill — core operations and notebooklm-pipeline — workflow orchestration.

VeryMath/co-mathematician

Instructions file CodexOpenCode

Instructions for VeryMath/co-mathematician, covering agents.md, repository contract, hard rules, agent compatibility and adapter architecture.

VeryMath/co-mathematician

Instructions file

Instructions for VeryMath/co-mathematician, covering claude.md, repository contract, required flow, claude code operating notes and harness commands.

CreatmanCEO/notebooklm-claude-workflows

Instructions file

Instructions for CreatmanCEO/notebooklm-claude-workflows, covering notebooklm-claude-workflows — claude.md (level 1), status: active, architecture, key files (when touching) and critical rules — when editing this repo.

ihatesea69/HieuNghi-AI-Skills

Instructions file CodexOpenCode

Instructions for ihatesea69/HieuNghi-AI-Skills, covering hieunghi-ai-kits — central agent instruction, what is this repository?, skill collections, 📝 devtoskills/ — dev.to blog writing kit and ⚛️ engineeringskills/ — engineering best practices kit.

Ardavaa/kairo-studio

Instructions file CodexOpenCode

AGENTS.md instructions for Ardavaa/kairo-studio, covering storage api, usage examples, key design pattern, data scope and error handling.

Ardavaa/kairo-studio

Instructions file

Claude Code instructions for Ardavaa/kairo-studio, a project described as: AI-native research environment that helps researchers, students, engineers, and scientists perform the entire research workflow without switching between multiple tools.