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Pre-install eval

Differential Privacy Based Federated Learning eval report.

A machine-readable install decision for agents: task fit, Trust Score, Audit Score, install safety, permission surface, and a concrete validation plan before this skill touches a workspace.

Needs reviewMEDIUM RISKREVIEW POLICY
66
Eval
76
Trust
68
Audit
52
Safety

manual review

Test manually in an isolated workspace and compare against safer alternatives.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate Differential Privacy Based Federated Learning before installing it in an agent workflow
  • legal-compliance
  • Coding agents workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

92

pass

Install handoff is available.

  • npx skills add wenzhu23333/Differential-Privacy-Based-Federated-Learning

Install command safety

92

pass

standard package or runtime install path

  • npx skills add wenzhu23333/Differential-Privacy-Based-Federated-Learning

Trust score

76

warn

Good trust signals with a few areas worth checking before rollout.

  • Strong shortlist
  • 423 GitHub stars
  • GPL-3.0

Audit score

68

warn

Needs review

  • Repository appears stale

Agent safety gate

52

warn

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

  • Test manually in an isolated workspace and compare against safer alternatives.
  • Repository appears stale

License clarity

86

pass

GPL-3.0

  • GPL-3.0

Permission surface

86

pass

filesystem or document access

  • Network access: medium
  • Filesystem access: medium

Validation plan

What the agent should do next

  1. 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
  2. 2Install in an isolated workspace or sandbox with no production secrets available.
  3. 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
  4. 4Compare the selected skill against at least one alternative when the eval status is review or failed.
  5. 5Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when

Conditions that require another skill

  • teams that require actively maintained dependencies
  • production agents without a repository review
  • Repository looks stale
  • No OpenAgentSkill engagement data yet
  • Repository appears stale
  • Quality score needs review

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

90

Metadata includes enough usage and workflow context

Recent maintenance

fail

38

2y since push

Alternatives available

pass

82

Alternative skills are available for comparison.