Install
$ agentstack add skill-neuroanalytics-data-science-harness-datalad-diff ✓ 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-diff
Compare file-level state between two points in a DataLad dataset's history. datalad diff reports which files changed and their annex state transitions — it does not show line-level content diffs.
Steps
- Verify DataLad context — check for
.datalad/in the current directory or any
parent: ``bash ls .datalad/ 2>/dev/null || git rev-parse --show-toplevel ``
- Dataset found: continue.
- No dataset found: inform the user; suggest plain
git difffor non-DataLad repos.
- Determine the comparison scope — read
$ARGUMENTSand conversation context to
identify what the user wants to compare. Map to one of these forms:
| User intent | Command form | |-------------|-------------| | Working tree vs last commit | datalad diff (no args) | | Working tree vs specific commit | datalad diff --from | | Two specific commits | datalad diff --from --to | | Named revision (branch, tag) | datalad diff --from |
If the scope is ambiguous, ask the user: > "Are you comparing the current working tree to HEAD, or two specific commits? > If comparing commits, please provide the commit hashes or branch names."
- Construct and run the diff command:
``bash datalad diff [--from ] [--to ] [paths...] `` Show the command before running it. Present the full output to the user.
- Interpret the output — explain the change types shown:
| Type | Meaning | |------|---------| | added | File did not exist in the earlier revision; exists in the later one | | deleted | File existed in the earlier revision; removed in the later one | | modified | File content changed between revisions | | untracked | File is present locally but outside the compared revision range |
For annexed files, note that datalad diff reports pointer-level changes (key changed), not byte-level diffs.
- Clarify line-level diffs if asked —
datalad diffis file-level only. If the
user needs to see line-by-line content changes, point them to: ``bash git diff -- ` This works for git-tracked files; annexed file content must be retrieved first with datalad get before git diff` can show it.
Constraints
- Read-only — never stage, commit, or modify any file.
- Always show the constructed command before running it.
- Always explain that
datalad diffis file-level, not line-level, and direct the user
to git diff when they need line-level comparisons.
- If the user provides only one hash/ref, treat it as
--from(compare that ref to the
current working tree) and confirm this interpretation before running.
- Do not use
git diffas a substitute —datalad diffcorrectly handles annexed file
pointers and subdataset boundaries.
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.