Ai Use Case Portfolio
Build and review AI use-case portfolios for executives and transformation leads. Use when Codex is asked to inventory AI opportunities, map business use cases, score AI initiatives, compare automation candidates, or create an AI opportunity map.
Install
$ agentstack add skill-jeremylongworth-source-agentskills-ai-use-case-portfolio ✓ 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.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-jeremylongworth-source-agentskills-ai-use-case-portfolio) 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
AI Use Case Portfolio
Core Workflow
- Identify business goals, functions, constraints, data sensitivity, and current
AI maturity.
- Inventory use cases by workflow, user, pain, value driver, data needed,
integration need, risk, and owner.
- Score candidates by value, feasibility, urgency, governance burden, adoption
complexity, and evidence quality.
- Separate quick wins, strategic bets, research items, and deferred/high-risk
ideas.
- Recommend a portfolio mix, not a single generic AI project.
- Flag use cases requiring legal, security, privacy, people, finance, or
customer review.
Safety Rules
- Do not recommend production AI deployment without governance and owner review.
- Do not assume sensitive data access is approved.
- Do not invent ROI, data readiness, vendor capability, or compliance status.
- Escalate use cases affecting customers, employees, regulated decisions,
security, privacy, finance, or legal commitments.
Deliverable Shape
For AI use-case portfolios, provide:
- Business goal and scope
- Use-case inventory
- Value and feasibility scoring
- Risk and governance notes
- Pilot candidates
- Deferred or rejected ideas
- Owner and next evidence needed
References
- Read
references/ai-use-case-portfolio-checklist.mdwhen creating AI
opportunity maps, use-case inventories, or portfolio scorecards.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: jeremylongworth-source
- Source: jeremylongworth-source/AgentSkills
- 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.