Install
$ agentstack add skill-neuroanalytics-data-science-harness-datalad-siblings ✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README — it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming — see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps — measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Skill: datalad-siblings
Inspect and configure sibling remotes — named locations where dataset history and/or annexed file content can be pushed and pulled.
Steps
- Verify DataLad context — check for
.datalad/in the current directory or a
parent: ``bash ls .datalad/ 2>/dev/null `` If no dataset is found, inform the user and stop.
- Determine action — read from
$ARGUMENTSor conversation context:
- query (default, no subcommand): list all configured siblings
- add: register a new sibling
- configure: change a property of an existing sibling
- remove: unregister a sibling
- enable: activate a special remote (e.g., S3, OSF) after cloning
- Execute based on action:
### query ``bash datalad siblings ` Present the output. Explain the +/-` indicator and sibling types.
### add Gather from the user:
- Sibling name (e.g.,
github,osf-storage,backup) - URL (fetch URL — see reference for format options)
- Whether a separate
--pushurlis needed (common when fetch is HTTPS but push
requires SSH): > "Do you need a separate push URL (e.g., SSH for write access)?"
- Whether a
--publish-dependsshould be set — ask if a storage sibling already
exists or is being added alongside a git host: > "Should pushing to this sibling automatically push annexed content to a storage > sibling first? If so, which storage sibling?"
Construct: `` datalad siblings add -s \ --url \ [--pushurl ] \ [--publish-depends ] ``
### configure Gather which sibling and which property to change. Common properties:
--url/--pushurl--annex-wanted/--annex-required--publish-depends
`` datalad siblings configure -s [--annex-wanted ''] ``
### remove Confirm the sibling name. Warn that this only removes the registration — it does not delete remote content. `` datalad siblings remove -s ``
### enable Used after cloning a dataset whose special remote (OSF, S3, WebDAV) needs activation: `` datalad siblings enable -s ``
### create-sibling-github / create-sibling-gitlab / create-sibling-ria / create-sibling-gin When the user wants to create a new remote repository and register it as a sibling in one step, use the appropriate create-sibling-* command. Load ${CLAUDE_PLUGIN_ROOT}/../references/siblings-and-remotes.md for platform-specific flags, then:
a. Identify the target platform (GitHub, GitLab, RIA, GIN, WebDAV, or generic SSH). b. Gather required parameters (repo name, organization/namespace, access token if needed, RIA store path if applicable). c. Construct and display the command before executing:
GitHub: ``bash datalad create-sibling-github \ --dataset . \ --reponame \ [--github-organization ] \ [--access {read|write}] \ [-s github] \ [--publish-depends ] ` Use --access read to create a read-only repository (default: write`).
GitLab: ``bash datalad create-sibling-gitlab \ --dataset . \ --reponame / \ --gitlab-host \ [--access {read|write}] \ [-s gitlab] \ [--publish-depends ] ` Use --access read to create a read-only repository (default: write`).
RIA store: ``bash datalad create-sibling-ria \ --dataset . \ --name ria-storage \ ria+ssh://user@host/path/to/ria-store ``
GIN: ``bash datalad create-sibling-gin \ --dataset . \ --reponame \ [-s gin] ``
WebDAV: ``bash datalad create-sibling-webdav \ --dataset . \ --url webdavs:///path/to/dataset \ [-s webdav] ``
OSF (Open Science Framework): ``bash datalad create-sibling-osf \ --dataset . \ --title "" \ [-s osf-storage] ` Note: requires the datalad-osf extension (pip install datalad-osf`). Verify it is installed before suggesting this option.
d. After creation, suggest pushing: datalad push --to .
If the user asks for create-sibling (generic SSH/local path), gather the URL and construct: datalad create-sibling --name --url .
- Show command and execute — always display the full command before running.
- Post-add suggestion — after adding or configuring a sibling, suggest:
> "Run datalad push --to to test connectivity and push your current state."
Reference
Always load ${CLAUDE_PLUGIN_ROOT}/../references/siblings-and-remotes.md for URL formats, special remote types, platform flags, publish-depends patterns, and annex-wanted expressions.
Constraints
- Never conflate a sibling (DataLad concept, wraps git remote + annex) with a raw
git remote — direct git remote add bypasses annex configuration.
- Never skip the
--publish-dependsquestion when a storage sibling exists alongside a
git host — failing to set it causes datalad push to push git history without annexed content, breaking reproducibility for downstream consumers.
- Always show the full command before executing.
- For
remove, always confirm the sibling name before proceeding — it cannot be undone
without re-adding.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: neuroanalytics
- Source: neuroanalytics/data-science-harness
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.