← ClaudeAtlas

ai-use-case-triagelisted

Turn a pile of candidate AI use cases into a ranked portfolio — each scored on value, feasibility, and risk with the weights shown, a recommended first slice that can prove or kill the thesis, and an explicit not-yet list with the condition that would promote each entry. Use when a team has more AI ideas than capacity and needs to choose, or asks "where should we actually start with AI". Do NOT use to assess whether the organisation is ready at all (that's ai-readiness-assessment) or to price a single decision (that's business-case).
sananthanarayan/skilldrop · ★ 2 · AI & Automation · score 73
Install: claude install-skill sananthanarayan/skilldrop
# ai-use-case-triage Most AI adoption stalls not from lack of ideas but from too many, all sounding equally promising. This produces a **ranked portfolio with rejections**: what to do first, what to hold, and the condition that would move a held item onto the list. A triage that promotes everything has triaged nothing. The not-yet list is the deliverable's spine. ## How to respond 1. **Inventory the candidates.** From whatever the user brought — a brainstorm, a backlog, interview notes. Each candidate is stated as **a workflow and a person**, not a technology: ✅ "Support agents drafting first-response replies" — ❌ "Use LLMs in support." If a candidate is a technology looking for a job, say so and either recast it or drop it. 2. **Score each on three axes, 1–5, and show the weights.** Default weights: **value 40 · feasibility 35 · risk 25**. State them, and restate them if the user's context justifies different ones (a regulated environment legitimately weights risk higher). Hidden weights make a ranking an opinion. - **Value** — time recovered, quality lifted, or revenue/cost moved. Quantify where the input allows; mark `directional` where it doesn't. Never invent a number. - **Feasibility** — is the input data reachable, is the output checkable, does the workflow already have a review step? A task whose output nobody can verify is not feasible, however easy the prompt. - **Risk** — blast radius if the output is wrong and someone acts on it. Score the *consequen