nlp instructions

24 tagged nlp, measured the same way as everything else here.

huggingface/transformers

Instructions file GitHub Copilot

Instructions for huggingface/transformers, covering copilot-instructions.md guide for hugging face transformers, core project structure, coding conventions for hugging face transformers, copying and inheritance and testing.

165k 2d ago A 773 tokens original Apache-2.0

huggingface/transformers

Instructions file CodexOpenCode

Instructions for huggingface/transformers, a project described as: 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

165k 2d ago A 5 tokens original Apache-2.0

huggingface/transformers

Instructions file

Instructions for huggingface/transformers, a project described as: 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

165k 2d ago A 5 tokens copy · 100% Apache-2.0

spencermountain/compromise

Instructions file CodexOpenCode

Instructions for spencermountain/compromise, covering agents.md — using compromise, read these first, 30-second mental model, rules that prevent most mistakes and not supported (don't try).

12k 8d ago A 1,249 tokens original MIT

tingaicompass/AI-Compass

Instructions file CodexOpenCode

A set of AGENTS.md project instructions for maintaining the AI-Compass repository, including its purpose, folder structure, and rules for adding resources. AGENTS.md is a file that tells coding agents how to work in a project.

926 4d ago A 2,521 tokens

coji/natural-japanese

Instructions file CodexOpenCode

Repository instructions for a Japanese-language writing skill that helps produce clear business documents, reports, notes, blogs, and essays.

523 15d ago A 760 tokens original MIT

coji/natural-japanese

Instructions file

Writing instructions for making workplace Japanese easier to read and understand, or for revising it. An Agent Skill is a set of instructions that guides a coding agent through a specific task.

523 15d ago A 5 tokens copy · 100% MIT

prosodic CLAUDE.md

08

quadrismegistus/prosodic

Instructions file

Claude Code instructions for quadrismegistus/prosodic, covering claude.md, what this is, commands, install (espeak required: brew install espeak on mac and apt-get install espeak libespeak1 libespeak-dev on linux).

301 1mo ago A 11,617 tokens GPL-3.0

Vladimir-Human/humanizer-ru

Instructions file CodexOpenCode

Repository instructions for humanizer-ru, a tool that removes signs of machine-generated writing from Russian text. They document mirrored files, rules that keep continuous integration checks passing, and validation steps.

120 +2 2d ago A 1,795 tokens original MIT

Nayjest/ai-microcore

Instructions file CodexOpenCode

Instructions for Nayjest/ai-microcore, covering agents.md, commands, architecture and conventions.

108 5d ago A 1,454 tokens original MIT

Nayjest/ai-microcore

Instructions file

Instructions for Nayjest/ai-microcore: This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

108 5d ago A 32 tokens original MIT

swarmauri/swarmauri-sdk

Instructions file CodexOpenCode

Instructions for swarmauri/swarmauri-sdk, covering contribution guide and swarmauri & tigrbl package requirements.

103 20d ago A 537 tokens original Apache-2.0

Mattbusel/Reddit-Options-Trader-ROT-

Instructions file CodexOpenCode

Instructions for Mattbusel/Reddit-Options-Trader-ROT-, covering agents.md -- agent speed reference for rot codebase, lookup files (grep these, don't scan claude.md), 1. speed index, 2. file ownership -- who owns what and pipeline (sync thread).

12 4mo ago B 3,597 tokens original MIT

Mattbusel/Reddit-Options-Trader-ROT-

Instructions file

Instructions for Mattbusel/Reddit-Options-Trader-ROT-, covering claude.md — rot (reddit options trader), critical: worktree is stale, mandatory: 2:1 test-to-production ratio, quick reference and detailed docs (read on-demand, not auto-loaded).

12 4mo ago A 3,978 tokens original MIT

decompose CLAUDE.md

15

echology-io/decompose

Instructions file

Instructions for echology-io/decompose, covering decompose — project instructions, what this is, architecture, interfaces and rules.

10 3mo ago A 689 tokens original MIT

GSkuza/ai-polish-text-expert

Instructions file

Claude Code instructions for GSkuza/ai-polish-text-expert, covering ai polish text expert, aktywacja pluginu, komendy (slash commands), agent orkiestrujący and automatyczna detekcja intencji.

3 3mo ago A 1,104 tokens

limbic CLAUDE.md

17

houshuang/limbic

Instructions file

Instructions for houshuang/limbic, covering limbic — ai agent guide, rules of thumb, always whiten domain-focused corpora, always genericize number-heavy text and clustering thresholds depend on whitening.

3 5d ago A 1,933 tokens original MIT

lemur47/si-protocols

Instructions file

Instructions for lemur47/si-protocols, covering claude.md, what is this?, commands, architecture and gotchas.

2 6d ago A 1,651 tokens original MIT

GreatPyreneseDad/cerata-mcp-server

Instructions file CodexOpenCode

AGENTS.md instructions for GreatPyreneseDad/cerata-mcp-server, a project described as: Production-grade MCP server with Rose Glass perception engine and Python nematocyst integration. Predatory code consumption meets TypeScript infrastructure.

0 7mo ago A 4 tokens copy · 100% Apache-2.0

GreatPyreneseDad/cerata-mcp-server

Instructions file

Claude Code instructions for GreatPyreneseDad/cerata-mcp-server, covering agent protocol & architectural mandate, i. core principles (non‑negotiable), ii. architectural overview & directory structure, iii. architectural philosophy: pragmatic solid and iv. tool & resource development workflow.

0 7mo ago A 5,422 tokens original Apache-2.0

sandeep-alluru/rulegraph

Instructions file GitHub Copilot

Copilot instructions for sandeep-alluru/rulegraph, covering github copilot instructions — rulegraph, module map, key invariants, code style and adding a new output format.

0 14d ago A 243 tokens copy · 81% MIT

rulegraph AGENTS.md

22

sandeep-alluru/rulegraph

Instructions file CodexOpenCode

AGENTS.md instructions for sandeep-alluru/rulegraph, covering rulegraph — agent context, what this project does, module map, key invariants and testing.

0 14d ago A 133 tokens copy · 80% MIT

rulegraph CLAUDE.md

23

sandeep-alluru/rulegraph

Instructions file

Claude Code instructions for sandeep-alluru/rulegraph, covering rulegraph — session anchor, key decisions, next step and mvp definition.

0 14d ago A 244 tokens original MIT

nicojan/humanizer-mcp

Instructions file

Claude Code instructions for nicojan/humanizer-mcp, covering mcp-humanizer, reference docs, tech stack, project structure and operational model.

0 25d ago A 6,189 tokens original MIT