| --- |
| configs: |
| - config_name: default |
| default: true |
| data_files: |
| - split: train |
| path: train.jsonl |
| - split: test |
| path: test.jsonl |
| - config_name: trim-10 |
| data_files: |
| - split: train |
| path: train-trim-10.jsonl |
| - split: test |
| path: test-trim-10.jsonl |
| license: mit |
| task_categories: |
| - text-classification |
| - zero-shot-classification |
| language: |
| - en |
| tags: |
| - safety |
| - shell |
| - bash |
| - classifer |
| - tool-call |
| size_categories: |
| - 100K<n<1M |
| source_datasets: |
| - openbmb/UltraData-SFT-Agent-2609 |
| pretty_name: Tool Safety v2 |
| --- |
| |
| # Tool-safety classifier dataset |
|
|
| Source transcripts: [openbmb/UltraData-SFT-Agent-2609](https://huggingface.co/datasets/openbmb/UltraData-SFT-Agent-2609) |
|
|
| From conversations in the source datasets, tool calls are then passed through various LLMs to rank its safety given the conversation's context. |
| The contexts are synthetically generated if they cannot be inferred from the first system prompt or user prompt. |
|
|
| Configs: |
|
|
| - default: The full conversion. Picking from 2 tool calls per conversation from the source dataset |
| - trim-10: `prompts` tool calls are trimmed to last 10 tool calls after a user message |
|
|
| Columns: |
|
|
| | column | description | |
| | --- | --- | |
| | `context` | `working_dir`, `git_repo`, `git_branch` (best effort) | |
| | `prompts` | chronological single-key objects: user messages and already-executed tool calls | |
| | `tool_call` | single-key object `{name: arguments}` — bare value or `key=value` pairs (salient args for known tools, all args otherwise); raw arguments JSON only when unparsable/empty | |
| | `safety` | `allow` / `ask` / `deny` | |
|
|
| ## Label distribution |
|
|
| | safety | count | |
| | --- | --- | |
| | allow | 138424 | |
| | ask | 69212 | |
| | deny | 69212 | |
|
|
| ## Synthetic data provenance |
|
|
| `ask`/`deny` synthetic rows were generated deterministically by stage 3; deny commands partly derive from these external sources: |
|
|
| - `redcanaryco/atomic-red-team` — MIT License, © Red Canary, Inc. |
| - `zyw-286/shell-attack-evolution-dataset` (Cowrie honeypot attacker commands) — CC BY 4.0 |
|
|
| ## Policy |
|
|
| Labels follow the policy in [policy.md](policy.md) |
