Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 101, in _split_generators
                  pa_table = next(iter(self._generate_tables(**splits[0].gen_kwargs, allow_full_read=False)))[1]
                             ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
              StopIteration
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Cline Incident Traces

Real coding-agent sessions in which the agent did something unsafe, adversarial, or concerning, contributed by the people who were sitting in front of it. Each session is a redacted transcript, an ATIF trajectory, a structured write-up by the contributor, and, when licensing allows, a snapshot of the repository at the start of the session so the situation can be reproduced.

The dataset exists so that the people training and evaluating models have access to real examples of agents going wrong on real repositories, not only curated benchmarks. Contributions come through the /upload-hf Cline plugin as pull requests to this repository, and every one is reviewed before merge.

What is in a session

sessions/<session_hash>/
  SUBMISSION.md      contributor's write-up: categories, severity, what happened, where to look
  messages.json      redacted native transcript (Cline messages contract v1)
  trajectory.json    ATIF-v1.7 trajectory with outcome signals
  meta.json          model, provider, repository URL and license, outcome, redaction summary
  findings.json      redaction counts by detector (never values)
  solution.patch     the agent's changes as a unified diff, when there were any
  repo.tar.gz        repository at session start, only for permissive public repositories
manifest.jsonl       one line per session for filtering by category, severity, model, repository

SUBMISSION.md is the entry point. Its frontmatter carries the labels (see TAXONOMY.md) and key_messages, the message indices where the incident happens. Its body is the contributor's account in five fixed sections: what they asked for, what the agent did, what they expected, why they are contributing, and notes for reviewers.

session_hash is a truncated SHA-256 of the Cline session id. Working paths, process ids, and raw session ids are never included.

Using the data

Filter manifest.jsonl first. Every line has categories, severity, adversarial, provider, model, repository_license, and snapshot, so you can select, for example, high-severity prompt-injection incidents from a single model family with a snapshot available.

Traces record which model produced each step. Several providers restrict the use of their outputs for training other models. Check the provider's terms before training on a session; the provider and model fields exist so you can build a compliant subset.

How sessions were redacted

Each session went through a deterministic pass (known secrets, credential patterns, home paths, e-mail addresses, contributor-supplied literals and deny-list regexes), a full read-through by the contributor's own agent with a written verdict, and the contributor's explicit confirmation. Sessions were then scanned again during review. If you find something that should not be here, see below.

Contributing

Install the plugin and run /upload-hf in the session you want to report. The agent walks you through redaction review, the write-up, and the pull request. Read CONTRIBUTING.md first, in particular the section on what not to submit.

Removal

Open a discussion titled Removal request: <session_hash>. We remove the session, rebuild the manifest, and request a history purge from Hugging Face when the request involves sensitive data.

License

Transcripts, trajectories, and write-ups are licensed under CC-BY-4.0 by their contributors. Source code inside repo.tar.gz and solution.patch keeps the license of its repository, recorded in meta.json as repository_license.

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