AI Privacy Toolkit
A toolkit for tools and techniques related to the privacy and compliance of AI models.
Supply asset profile
Legal, policy, and compliance
Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.
Scenario
Legal and compliance
I need my agent to review contracts, privacy policies, or compliance documents and summarize risks.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add IBM/ai-privacy-toolkit
Maintenance
stable
9mo since push
Risk
Needs review
Quality score needs review
GitHub quality
114
60/100 quality · 78/100 trust
Coverage tags
Review notes
Quality score needs review · Stars/forks activity: 114 stars, 46 forks; issue activity unavailable in current metadata
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Strong shortlistGood trust signals with a few areas worth checking before rollout.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v4
Human review before install
Test in a sandbox workflow and compare its install path with close alternatives.
Stars
114 GitHub stars
Repo activity
114 stars, 46 forks
Maintenance
9mo since push
License
MIT
Install
npx skills add IBM/ai-privacy-toolkit
Install safety
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Quality score needs review
- Stars/forks activity: 114 stars, 46 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- 9mo since push
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Legal and compliance workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Extract obligations
- Highlight risky clauses
Suited agents
Trust and risk
- Trust score
- 78/100
- Risk level
- Needs review
- Auto install
- review
Install command
npx skills add IBM/ai-privacy-toolkitDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No OpenAgentSkill engagement data yet
- Quality score needs review
- Stars/forks activity: 114 stars, 46 forks; issue activity unavailable in current metadata
Agent safety v2
58/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- Quality score needs review
Install targets
Install this skill in your agent workflow
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add IBM/ai-privacy-toolkitAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20AI%20Privacy%20Toolkit%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20AI%20Privacy%20Toolkit%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ibm-ai-privacy-toolkit/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use AI Privacy Toolkit in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20AI%20Privacy%20Toolkit%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ibm-ai-privacy-toolkit/install
Install command: npx skills add IBM/ai-privacy-toolkit
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/ibm-ai-privacy-toolkit/install
LLM text format
/api/skills/ibm-ai-privacy-toolkit/install?format=text
Find alternatives
/api/skills/search?q=AI%20Privacy%20Toolkit&limit=3
Agent prompt
Use AI Privacy Toolkit for this task. Review https://www.openagentskill.com/api/skills/ibm-ai-privacy-toolkit/install, then install with: npx skills add IBM/ai-privacy-toolkitRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/ibm-ai-privacy-toolkit
LLM text
/api/registry/manifest/ibm-ai-privacy-toolkit?format=text
Install alias
/api/registry/install/ibm-ai-privacy-toolkit
Recommend
/api/registry/recommend?task=Use%20AI%20Privacy%20Toolkit%20in%20an%20agent%20workflow&limit=3
Agent fit
Legal and compliance
Use-case tags
Platforms
Python, GDPR, Claude Code
Audit report
Needs review · 74/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Needs validation for Legal and compliance
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
Legal and compliance
Trust label
Needs manual review
Install path
Command ready
Use when
- Legal and compliance workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- install command or GitHub repo available
- 60/100 quality profile
Review first
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Legal and compliance task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Strong shortlist
Good trust signals with a few areas worth checking before rollout.
GitHub adoption
INFO114 GitHub stars
Stars/forks activity
CHECK114 stars, 46 forks; issue activity unavailable in current metadata
Recent maintenance
INFO9mo since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Install command has no obvious high-risk pattern
Review before install
- Quality score needs review
- Stars/forks activity: 114 stars, 46 forks; issue activity unavailable in current metadata
Recommended action
Test in a sandbox workflow and compare its install path with close alternatives.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Review risk
Legal and compliance
I need my agent to review contracts, privacy policies, or compliance documents and summarize risks.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Stack fit
Add it to a complete workflow
Turn skills into distribution
Content growth agent
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
Coding review agent
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
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Overview
A toolkit for tools and techniques related to the privacy and compliance of AI models.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- MIT
- Last Updated
- 6/21/2026
- Published
- 6/21/2026
Frameworks & Tools
Decision snapshot
Needs validation
install command or GitHub repo available
Audit snapshot
Install review
Install and adoption review
- Security
- 88/100
- Maintenance
- 62/100
- Install
- 92/100
Agent outcome signals
Real use feedback
Reported by agents after resolve, review, and install.
- Outcomes
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
No agent outcome data yet
Install
Add to agent workflow
Free and open source. Review the audit before production use.
Growth loop
Share kit
Scenario-led draft for AI Privacy Toolkit, ready for a manual X post.
OpenAgentSkill Update Today: AI Privacy Toolkit Use it when you want a practical agent capability you can plug into real work, not just another demo. 114 stars - legal-compliance Link: https://www.openagentskill.com/skills/ibm-ai-privacy-toolkit?ref=x #AIAgents #OpenAgentSkill
Optional reply with install command
Link for AI Privacy Toolkit: https://www.openagentskill.com/skills/ibm-ai-privacy-toolkit?ref=x Install: npx skills add IBM/ai-privacy-toolkit
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- IBM
- Source
- IBM/ai-privacy-toolkit
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This community indexed listing is attributed to IBM but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
README badge
Add this badge to your GitHub README to show the listing, trust score, and install handoff.
[](https://www.openagentskill.com/skills/ibm-ai-privacy-toolkit)Author
IBM
@ibm
Tags
Platform Fit
Health Signals
- GitHub stars
- 114
- Quality score
- 37/100
- Last GitHub push
- Sep 17, 2025
- Framework hints
- 2
- OpenAgentSkill views
- 0
- Install copies
- 0
- Outbound clicks
- 0
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
Strong shortlist
- GitHub adoption114 GitHub starsINFO
- Stars/forks activity114 stars, 46 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance9mo since pushINFO
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
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