Differential Privacy Based Federated Learning Eval
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Status: review
Score: 66/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add wenzhu23333/Differential-Privacy-Based-Federated-Learning

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Good trust signals with a few areas worth checking before rollout.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: GPL-3.0
- PASS Permission surface: filesystem or document access

Warnings:
- Trust score: Good trust signals with a few areas worth checking before rollout.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- Repository appears stale
- Repository looks stale
- Quality score needs review
- Recent maintenance: 2y since push

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

Do not use when:
- 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
- Recent maintenance: 2y since push
- Production credentials, payments, or irreversible account changes without explicit human review

URLs:
- Skill: https://www.openagentskill.com/skills/wenzhu23333-differential-privacy-based-federated-learning
- Audit: https://www.openagentskill.com/skills/wenzhu23333-differential-privacy-based-federated-learning/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=wenzhu23333-differential-privacy-based-federated-learning