From ai-adoption-playbook
Roleplays skeptical board member to stress-test founder's AI adoption progress, then drafts defensible board update narrative. For pre-board meeting prep.
npx claudepluginhub adimango/ai-adoption-playbookThis skill uses the workspace's default tool permissions.
Two-phase skill: first, roleplay as a skeptical board member to stress-test the founder's AI story. Second, draft a board-ready narrative using what survived the pressure test. The founder walks away with a rehearsed story and a polished update.
Drafts formatted AI section for board updates from results data, ensuring every paragraph has specific numbers, active voice, and no buzzwords.
Provides AI governance frameworks, challenge questions, risk matrices, and literacy for Non-Executive Directors evaluating AI proposals and strategies.
Guides organizational AI adoption using Brian Balfour's CODER framework: diagnoses barriers, creates plans with constraints, ownership, directives, expectations, rewards.
Share bugs, ideas, or general feedback.
Two-phase skill: first, roleplay as a skeptical board member to stress-test the founder's AI story. Second, draft a board-ready narrative using what survived the pressure test. The founder walks away with a rehearsed story and a polished update.
Core principle: If you can't defend it to a skeptical VC, don't put it in the board update. Rehearse first, draft second.
digraph narrative {
"Review results + context" [shape=box];
"Set up the roleplay" [shape=box];
"Ask hard question" [shape=box];
"Founder answers" [shape=box];
"Probe weak spots" [shape=diamond];
"Note what held up" [shape=box];
"More questions?" [shape=diamond];
"Debrief: what worked, what didn't" [shape=box];
"Draft board narrative" [shape=box];
"Founder reviews draft" [shape=diamond];
"Finalize" [shape=doublecircle];
"Review results + context" -> "Set up the roleplay";
"Set up the roleplay" -> "Ask hard question";
"Ask hard question" -> "Founder answers";
"Founder answers" -> "Probe weak spots";
"Probe weak spots" -> "Note what held up" [label="answer holds"];
"Probe weak spots" -> "Ask hard question" [label="answer weak, follow up"];
"Note what held up" -> "More questions?";
"More questions?" -> "Ask hard question" [label="yes"];
"More questions?" -> "Debrief: what worked, what didn't" [label="no (5-7 Qs done)"];
"Debrief: what worked, what didn't" -> "Draft board narrative";
"Draft board narrative" -> "Founder reviews draft";
"Founder reviews draft" -> "Finalize" [label="approved"];
"Founder reviews draft" -> "Draft board narrative" [label="revise"];
}
Gather what you need. Reference prior artifacts (90-day plan results, scorecard, use case brief) or ask:
Keep this short — 2-3 questions max, skip what you already know.
Transition clearly into roleplay mode:
"I'm going to play your most skeptical board member. I'll ask you hard questions — the kind that make founders sweat. Answer like you would in the actual meeting. Don't worry about getting it perfect — that's what the rehearsal is for. After 5-7 questions, I'll tell you what held up and what needs work. Then we'll draft the actual update.
Ready? Let's go."
Ask ONE question at a time. Stay in character. Be tough but fair — a good board member, not a hostile one.
Question bank (choose 5-7 based on the founder's situation):
On the numbers:
On sustainability:
On skepticism:
On the plan:
On risks:
Probing weak answers: When a founder's answer is vague, follow up. Stay in character:
Noting strong answers: When a founder nails it, briefly acknowledge and move on:
Drop the roleplay character. Summarize what happened:
"Here's how that went."
Structure the debrief as:
Keep the debrief to 5-8 bullet points total. Be direct — this is not the time for encouragement.
Using what survived the roleplay, draft the board update. Use the Output format below.
Rules for the draft:
Present the draft and ask: "Does this capture it? Anything to change?"
Symptom: You skip the roleplay and go straight to drafting. Consequence: The narrative includes claims the founder can't defend. They get caught flat-footed in the actual meeting. Fix: Roleplay first, always. The draft is built from what survived, not from what sounds good.
Symptom: "Tell me about your AI initiative" or "What went well?" Consequence: No pressure testing. The founder thinks they're prepared when they're not. Fix: Ask the questions they're afraid of. "What's the ROI in dollars?" not "How's it going?"
Symptom: After every answer, you break character to give tips. Consequence: Disrupts the flow, feels like a lecture, founder doesn't practice thinking on their feet. Fix: Stay in character for the full 5-7 questions. Save all coaching for the debrief.
Symptom: Narrative says "significant improvement" or "team loves it" without numbers. Consequence: Exactly the kind of vague update the board is tired of hearing. Fix: If you can't put a number on it, don't put it in the narrative. "15 of 30 engineers" not "strong adoption." "$5K/month" not "modest investment."
Draft the board narrative in this format. Adapt length to the board's preferred format (the founder told you in Step 1).
## Board AI Update — [Quarter/Date]
**Company:** [name]
### What We Did
[1 paragraph. What was the initiative, who participated, what timeframe.
Must include: number of engineers, the specific use case, the duration.]
### What Happened
[1 paragraph. Results with specific numbers.
Must include: adoption rate, hours saved or cost avoided, quality signal, tool cost.
ROI calculation if the numbers support it.]
### What's Next
[1 paragraph. Forward-looking plan.
Must include: next use case, timeline, named owner, target metric for next quarter.]
For skeptical boards, add:
### Risks and Honest Assessment
[2-3 sentences. What's not working yet, what you're watching.
Shows self-awareness. Boards trust founders who name their own risks.]
| Situation | Recommended next skill |
|---|---|
| Founder wants detailed ROI numbers | roi-calculator |
| Founder wants a usage snapshot for the deck | adoption-scorecard |
| This is a quarterly review | quarterly-review (re-run the cycle) |
| Default (end of the adoption cycle) | Terminal — the founder is prepared |
90-day-plan-builder — provides the results this skill turns into a narrativeboard-ai-update — component skill with the template format (this skill produces a draft using that format)roi-calculator — if the founder needs deeper ROI math before the meetingfull-adoption-cycle — this is the final interactive skill in the complete sequence