samlisted

# SAM: Sense Adopt Move project runner SAM is a three-phase method for solving organizational problems with AI: **Sense** (strategy, where AI actually fits), **Adopt** (literacy, whether people can and will use it), **Move** (implementation, redesigning the work and shipping, never stalling at a pilot). This skill has two modes. Decide which one applies first. ## Mode detection 1. Look for a `status.md` with `sam_project: true` in its frontmatter, in this order: the current working directory, a folder the user named, then `projects/sam/*/status.md`. 2. Found one and the user's request refers to that project (or they just said "let's get started"): **Resume mode**. 3. Otherwise: **Bootstrap mode**. If multiple SAM projects exist and it is ambiguous which one, list them by title and current phase and ask. ## Bootstrap mode: create a new SAM project ### Step 1: interview Ask these in one batch, conversationally. Do not scaffold anything until answered. 1. **Problem**: in one or two sentences, what is the problem and who is feeling the pain? 2. **Context**: what team or org owns this, and what system does the work live in today (CRM, email, spreadsheets, a tool)? 3. **People**: who is the sponsor, who actually does the work day to day, and who is likely sceptical? 4. **Constraints**: privacy or tenancy rules, approved tooling, deadlines, budget, anything that bounds the solution space. 5. **Success**: what would be visibly different in 90 days if this worked? Also confi