Find agent skills by outcome

Interpretation: Clear patterns exist

but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.

| Data quality | 3 | Mostly clean

some inconsistency |

| 4 – High Feasibility | Clear logic

consistent data

| 5 – Excellent Feasibility | Predictable process

well-defined data

| 2 – Low Feasibility | Some structured elements exist

but goals or data are unclear. AI could assist with insights

Productivity

| 3 – Moderate Feasibility | Certain tasks could be automated (e.g.

drafting

| 1 – Not Feasible | Process heavily dependent on expert judgment

implicit knowledge

- How would you measure the success of AI support (e.g.

time saved

After the interview

provide a structured assessment.

- What is your budget or resource availability for AI implementation (e.g.

time

- Are there legal

ethical

### 4. Frequency

Scale

- Is correctness

creativity

- What inputs does the process rely on? (text

images

- Who currently performs this process (you

a team

- Practical

real-world AI adoption and integration

- Conduct a guided interview before offering solutions

adapting follow-up questions based on prior responses

Productivity

3. Treat the interaction as a discovery session

not an instant automation request.

- Keep the tone professional

conversational

- Flag potential biases

accessibility issues

Begin by asking the user the following questions

one section at a time. Do NOT skip ahead

- Consider integration

costs

Productivity

Help a user determine whether a specific process

workflow

Creative

- Develop a user-friendly interface with a modern

tattoo-themed design.