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Structured catalog of real automation-tool error messages (n8n, Make, Zapier, Cursor, Claude Code, ...) with causes and fixes. CC-BY-4.0.

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automation-error-index

Source for the automatelab/automation-error-index HuggingFace dataset — a structured catalog of real error messages across automation and AI-coding tools (n8n, Make, Zapier, Power Automate, UiPath, Cursor, Claude Code, and agent frameworks), each with a one-line cause, a concise fix, and a link to its source.

Browse it as an interactive table at https://automatelab.tech/products/datasets/automation-error-index/.

Repo layout

Path What
build-error-index.py Builds the dataset from AutomateLab's published troubleshooting posts (Ghost Content API). Emits errors.json + dataset.csv.
publish-error-index-hf.py Pushes errors.json, dataset.csv, and the dataset card to HuggingFace as README.md.
errors.json Canonical record-per-error snapshot, UTF-8 JSON.
dataset.csv Flat CSV mirror for spreadsheet users.
dataset-card.md HuggingFace dataset card and per-entry schema reference. Uploaded to HF as README.md.

Running locally

pip install huggingface_hub
export GHOST_CONTENT_API_KEY=...   # Ghost Content API key for automatelab.tech
python3 build-error-index.py       # rebuild errors.json + dataset.csv
export HF_TOKEN=hf_...
python3 publish-error-index-hf.py  # push to HuggingFace

Both scripts support --dry-run.

License

Our additions (catalog format, build/publish scripts, this README, the dataset card): CC-BY-4.0.

Individual entries link back to their source (an AutomateLab guide, or a public issue tracker / doc for community-mined entries) — see dataset-card.md for the provenance model.

Maintainer

AutomateLab

Maintenance and verification

See the maintenance guide for interpretation limits, current tool names where applicable, and reproducible verification.

October 2026 snapshot

254 records: 67 published guide records and 187 mined records awaiting review. Mined suggestions are not verified fixes.

Snapshot prepared 12 October 2026. Publication time is recorded separately in the release receipt.

About

Structured catalog of real automation-tool error messages (n8n, Make, Zapier, Cursor, Claude Code, ...) with causes and fixes. CC-BY-4.0.

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