Datasets:

OpenClaw
/

clawhub-security-signals-live

Exception:    HfHubHTTPError
Message:      (Request ID: Root=1-6a6733d7-19aeabcd4446553b58b027d9;01a84ca7-a307-4876-b59f-24aa1f8797b5)

429 Too Many Requests: you have reached your 'api' rate limit.
Retry after 157 seconds (0/500 requests remaining in current 300s window).
Url: https://huggingface.co/api/datasets/OpenClaw/clawhub-security-signals-live/revision/c2af4d82d7b9133762cf051520416c684acb8d91.
We had to rate limit your IP (44.222.55.104). To continue using our service, create a HF account or login to your existing account, and make sure you pass a HF_TOKEN if you're using the API.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 71, 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 268, in get_dataset_config_info
                  builder = load_dataset_builder(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/src/services/worker/src/worker/utils.py", line 390, in safe_load_dataset_builder
                  dataset_module = dataset_module_factory(
                      repo_dir,
                      revision=revision,
                      download_config=download_config,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1217, in dataset_module_factory
                  raise e1 from None
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1192, in dataset_module_factory
                  ).get_module()
                    ~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 608, in get_module
                  standalone_yaml_path = cached_path(
                      hf_dataset_url(self.name, config.REPOYAML_FILENAME, revision=self.commit_hash),
                      download_config=download_config,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 180, in cached_path
                  ).resolve_path(url_or_filename)
                    ~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 339, in resolve_path
                  repo_and_revision_exist, err = self._repo_and_revision_exist(parsed.type, parsed.id, revision)
                                                 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 252, in _repo_and_revision_exist
                  self._api.repo_info(
                  ~~~~~~~~~~~~~~~~~~~^
                      repo_id, revision=revision, repo_type=repo_type, timeout=constants.HF_HUB_ETAG_TIMEOUT
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_validators.py", line 88, in _inner_fn
                  return fn(*args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_api.py", line 3598, in repo_info
                  return method(
                      repo_id,
                  ...<4 lines>...
                      files_metadata=files_metadata,
                  )
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_validators.py", line 88, in _inner_fn
                  return fn(*args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_api.py", line 3360, in dataset_info
                  hf_raise_for_status(r)
                  ~~~~~~~~~~~~~~~~~~~^^^
                File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_http.py", line 868, in hf_raise_for_status
                  raise _format(HfHubHTTPError, message, response) from e
              huggingface_hub.errors.HfHubHTTPError: (Request ID: Root=1-6a6733d7-19aeabcd4446553b58b027d9;01a84ca7-a307-4876-b59f-24aa1f8797b5)
              
              429 Too Many Requests: you have reached your 'api' rate limit.
              Retry after 157 seconds (0/500 requests remaining in current 300s window).
              Url: https://huggingface.co/api/datasets/OpenClaw/clawhub-security-signals-live/revision/c2af4d82d7b9133762cf051520416c684acb8d91.
              We had to rate limit your IP (44.222.55.104). To continue using our service, create a HF account or login to your existing account, and make sure you pass a HF_TOKEN if you're using the API.

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ClawHub Security Signals Live

This dataset is the refreshed ClawHub security-signals corpus for scanner testing, prompt regression checks, and operational research against recent public ClawHub skills.

It is a moving dataset, not the fixed paper benchmark. main is expected to change when the ClawHub security dataset snapshot workflow publishes a new sanitized export. Pin a Hugging Face revision or commit when you need reproducibility.

For the frozen research-paper snapshot, use OpenClaw/clawhub-security-signals.

Data Shape

The live dataset exposes one public split:

Split	Meaning
`latest`	Latest sanitized public ClawHub security-signal rows from the most recent successful export.

The live split deliberately avoids train, validation, test, and eval_holdout names because this corpus is refreshed over time and should not be treated as a stable benchmark unless you pin a specific revision.

Reproducibility

Each publish writes metadata/latest-manifest.json with:

source snapshot id
exporter git SHA
Convex deployment
redaction policy version
Hugging Face data commit
row counts
split/config names
output sizes

For stable comparisons, record both the Hugging Face repository commit and the manifest's huggingface_dataset.commit.

Safety

The export path publishes sanitized public data only. It excludes private/deleted artifacts, raw Convex storage identifiers, raw internal document ids, obvious secret-like values, and unsanitized package contents. The workflow validates sanitized output guardrails before upload.

Scanner labels are evidence signals, not human-adjudicated ground truth. A suspicious verdict means review before trusting; it does not by itself prove malicious intent.

Intended Uses

testing ClawScan and other agent-skill security scanners against current public registry data
monitoring scanner drift over time
building reproducible scanner regression suites by pinning specific dataset revisions
studying recent public ClawHub security-signal distributions

Out Of Scope

This live dataset is not intended to replace the frozen paper snapshot, and main should not be used as a stable leaderboard target without pinning a commit.

License

This dataset is released under the MIT license.

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