datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
LongWorld-Real-Workflows
LongWorld Real Workflow P6 Probe
This is a private, local-engineering release for long-context SFT experiments. It contains 542 promoted rows from 12 causally executable worlds. The release passed the p6-source-dependent-probe-12-v1 quality profile and is not a production-approved dataset.
What is in this release
428 train rows and 114 eval rows; split boundaries are world-level.
164 16K, 222 32K, and 156 exact-tokenizer-verified 64K rows.
Four company, four… See the full description on the dataset page: https://huggingface.co/datasets/Xnhyacinth/LongWorld-Real-Workflows.WorkflowPerturb
WorkflowPerturb — Dataset Artifact
Companion data for the EMNLP 2026 Industry Track paper
“WorkflowPerturb: Calibrated Stress Tests for Evaluating Multi-Agent Workflow Metrics.”
Canonical location: https://huggingface.co/datasets/microsoft/WorkflowPerturbPaper: https://arxiv.org/abs/2602.17990
This release is the complete WorkflowPerturb benchmark plus documentation. It is
self-contained: the CSVs carry every golden workflow, every perturbed variant, and all
shipped pre-computed… See the full description on the dataset page: https://huggingface.co/datasets/microsoft/WorkflowPerturb.n8nbuilder-n8n-workflows-dataset
n8n Workflow Templates Dataset
A curated collection of n8n workflow automation templates formatted for LLM fine-tuning in multiple formats.
Dataset Description
This dataset contains 2,737 n8n workflow templates from the official n8n template library, formatted in multiple formats for fine-tuning LLMs to generate n8n workflows.
Available Formats
Alpaca Format (train split)
Traditional instruction-input-output format
Compatible with Axolotl and other… See the full description on the dataset page: https://huggingface.co/datasets/mbakgun/n8nbuilder-n8n-workflows-dataset.dino-data-workflow-routing-preview
Dino Data Workflow Routing Preview
What This Dataset Is
This dataset is a focused workflow-routing preview built from six Dino Data capability slices:
connector intent detection
connector action mapping
deeplink action mapping
document export specification
zip packaging specification
deeplink intent detection
The goal is to train or inspect assistant behavior around workflow-aware task handling:
detecting when a request should route into an action or product workflow… See the full description on the dataset page: https://huggingface.co/datasets/DinoDS/dino-data-workflow-routing-preview.gh-agentic-workflows
⛏️ PeakyMiner GH-AW Dataset
Dataset estructurado y normalizado de GitHub Agentic Workflows (GH-AW) extraído de repositorios públicos de GitHub mediante PeakyMiner.
📊 Resumen del Dataset
Este dataset contiene la especificación, instrucciones (prompts), metadatos y disparadores de flujos de trabajo de agentes autónomos basados en Markdown compilado a GitHub Actions (.md y .lock.yml).
Estadísticas de Extracción
Repositorios únicos analizados: 292… See the full description on the dataset page: https://huggingface.co/datasets/apa9s/gh-agentic-workflows.slm-workflow-planner-policy-v2
SLM Workflow Planner — Policy-Corrected Instruction Tuning Dataset (v2)
Overview
High-quality instruction-tuning dataset for training a Small Language Model (SLM)
to serve as a workflow execution planner. The model learns to make policy-aware
decisions about workflow transitions: when to proceed (NEXT), retry (RETRY),
parallelize (FORK), synchronize (JOIN), or escalate (META).
Key Features
648K instruction pairs across 2 stages (decision type + node… See the full description on the dataset page: https://huggingface.co/datasets/ssaraf1/slm-workflow-planner-policy-v2.agentic-workflows-sft-100k
Agentic Workflows SFT 100K
A synthetic supervised fine-tuning dataset of 100,000 high-quality conversations covering AI agent architectures, tool use patterns, multi-agent systems, and agent evaluation. Designed to train AI assistants that can help engineers design, build, and debug production AI agents.
Dataset Description
This dataset covers the full spectrum of agentic AI development across 9 specialized categories. Each record follows the ShareGPT format with… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/agentic-workflows-sft-100k.zarn-workflow-automation-instruct
Zarn Workflow Automation Instruct
Dataset Description
Natural-language workplace requests paired with plans and JSON tool actions.
Team Attribution
This dataset was created and reviewed by the Zarnite team through internal benchmark design, generation, and quality-control workflows. It should be presented as a Zarnite-authored benchmark starter pack, not as a purely human-collected field corpus.
Ecosystem Need Tier
High Ecosystem Need
Why… See the full description on the dataset page: https://huggingface.co/datasets/zarnite/zarn-workflow-automation-instruct.n8nbuilder-n8n-workflows-dataset
n8n Workflow Templates Dataset
A curated collection of n8n workflow automation templates formatted for LLM fine-tuning in multiple formats.
Dataset Description
This dataset contains 2,737 n8n workflow templates from the official n8n template library, formatted in multiple formats for fine-tuning LLMs to generate n8n workflows.
Available Formats
Alpaca Format (train split)
Traditional instruction-input-output format
Compatible with Axolotl and other… See the full description on the dataset page: https://huggingface.co/datasets/velixar-ai/n8nbuilder-n8n-workflows-dataset.data-science-workflows-sft-100k
Data Science Workflows SFT (100K)
100,000 ShareGPT conversations demonstrating expert-level data science practice across data cleaning, EDA, ML pipelines, feature engineering, SQL analytics, statistical analysis, model evaluation, visualization, and production deployment.
Motivation
Data science is one of the most in-demand technical skills — companies need models that can reason through real analytical problems with the rigor of a senior data scientist. Models… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/data-science-workflows-sft-100k.n8n-mega-workflows
🚀 n8n Mega Workflows - The Largest n8n Workflow Dataset
The world's largest open-source n8n workflow dataset for training AI workflow generators
🌟 Highlights
131,648 high-quality n8n workflows with valid connection skeletons
26 semantic categories for balanced coverage
Instruction-tuning format ready for fine-tuning LLMs
15+ million lines of workflow JSON
Perfect for: RAG pipelines, fine-tuning, workflow generation models
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/Ker102/n8n-mega-workflows.test_mindat_workflown8nbuilder-n8n-workflows-dataset
n8n Workflow Templates Dataset
A curated collection of n8n workflow automation templates formatted for LLM fine-tuning in multiple formats.
Dataset Description
This dataset contains 2,737 n8n workflow templates from the official n8n template library, formatted in multiple formats for fine-tuning LLMs to generate n8n workflows.
Available Formats
Alpaca Format (train split)
Traditional instruction-input-output format
Compatible with Axolotl and other… See the full description on the dataset page: https://huggingface.co/datasets/webman/n8nbuilder-n8n-workflows-dataset.slm-workflow-planner-alignment-v2
SLM Workflow Planner — Contrastive Alignment Dataset v2 (20K)
Overview
Curated contrastive alignment dataset for correcting decision boundary weaknesses
in a workflow planner SLM. Designed to be used after base policy training on
the full 554K dataset.
Key Features
20K samples with proportional decision representation
Contrastive pairs: positive + hard negative examples for each decision type
Clean decision boundaries: margin gaps in state signals to prevent… See the full description on the dataset page: https://huggingface.co/datasets/ssaraf1/slm-workflow-planner-alignment-v2.SwarmAgent-Workflows
SwarmAgent-Workflows v1
A dataset of 28,733 agent workflow executions with structured tool calls, verdict scoring, and failure analysis across 10 agent architectures.
SwarmAgent-Workflows is a structured dataset of real agent execution traces — not synthetic prompts, not capability benchmarks. Every record captures a complete multi-step agent workflow: the task, the tools called, the reasoning chain, the verdict (PASS/FAIL), and for failures, the root cause classification.
Built for… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/SwarmAgent-Workflows.n8nbuilder-n8n-workflows-dataset
n8n Workflow Templates Dataset
A curated collection of n8n workflow automation templates formatted for LLM fine-tuning in multiple formats.
Dataset Description
This dataset contains 2,737 n8n workflow templates from the official n8n template library, formatted in multiple formats for fine-tuning LLMs to generate n8n workflows.
Available Formats
Alpaca Format (train split)
Traditional instruction-input-output format
Compatible with Axolotl and other… See the full description on the dataset page: https://huggingface.co/datasets/Perspicacious/n8nbuilder-n8n-workflows-dataset.agent-workflow-playbook
Agent Workflow Playbook
AI Agent Workflow & Skill Architecture Guide — Design patterns for building autonomous AI agent systems, plugin marketplaces, and multi-agent orchestration....
📦 Install on ClawHub
clawhub install agent-workflow-playbook
Then ask your AI agent:
"Design an autonomous AI agent workflow for our customer support"
Installs the full Agent Workflow Playbook playbook — battle-tested with 30+ Product Hunt #1 wins, AFFiNE 60K+ GitHub stars, and… See the full description on the dataset page: https://huggingface.co/datasets/Gingiris/agent-workflow-playbook.code-workflow-samples
Code Workflow Samples
This sample shows paired developer workflow examples for reviewing prompt, code, test, error, and output structure before scoping a larger code dataset.
What This Shows
Input-output pairs from practical coding workflows
Metadata for task type, files, outputs, and review context
A compact view of schema consistency for code-centric examples
Dataset Specifications
Field
Value
Modality
Code I/O pairs
Domain… See the full description on the dataset page: https://huggingface.co/datasets/psdn-ai/code-workflow-samples.workflow-automation-steps
Workflow Automation Steps Dataset
Workflow and step descriptions for automation and orchestration systems.
advanced-agent-workflows
Advanced Agent Workflows Dataset
Task–tools–output samples for training advanced AI agents.