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Datalad Diff

skill-neuroanalytics-data-science-harness-datalad-diff · by neuroanalytics

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Install

$ agentstack add skill-neuroanalytics-data-science-harness-datalad-diff

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No 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.

View the full security report →

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Reliability & compatibility

Security review passed
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3d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming — see below.

Preview Execution monitoring

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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

  1. 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 diff for non-DataLad repos.
  1. Determine the comparison scope — read $ARGUMENTS and 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."

  1. 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.

  1. 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.

  1. Clarify line-level diffs if askeddatalad diff is 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 diff is 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 diff as a substitute — datalad diff correctly 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.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.