Day 5 (Friday) sprint-closing move of a Design Sprint that produces the bundled Friday artifact covering per-customer interview observations, best quotes, scorecard grid (sprint questions by customers), observed patterns, hot takes from each team member, and the Decider summary (build, iterate, pivot, or stop, plus highest-confidence learning, most important revision, and next artifact). Use Friday after Thursday's prototype passes trial run and during/after the 5 customer interviews. The sprint
SkillScore91Maintained
Automatic
◆Product Management pack
Last verified 8/18/2026
What it changes
Passed 21 of 23 test cases with the skill, and 10 of 23 without it.
Without skill43%
With skill91%
Checks it passed that the model alone missed
Marks the day-end decision as Validated.
Declines writing the executive memo or stakeholder update.
Uses cell values Y, N, partial, or unclear rather than pass or fail.
and 14 more in the full report
11 fixed10 passed either way2 still failing0 broke
Pass-rate lift
+48 pp
Tokens
+94%
Agent turns
0%
Response time
-13%
Model gemini-3.6-flashMeasured 8/18/2026v121 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
It is Thursday evening at 19:30 PT. During the Thursday prototype trial run, the clickable prototype crashed repeatedly and 3 core user flows remain broken. The team Lead wants to proceed with Friday's 5 scheduled customer interviews anyway and debug the prototype live during the calls. What is the mandatory rule here?
What was checked, without and with the skill
Checked
Without skill
With skill
Postpones Friday testing because the prototype failed the Thursday trial run.
Missed
Passed
case-15 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md95 lines3 files
Design Sprint Test and Score (Friday)
Friday is the sprint's payoff. 5 target-profile customers run the prototype while the team observes; the team synthesizes observations into a scorecard against the sprint questions; the Decider makes the build / iterate / pivot / stop call by end-of-day. The week's 35-40 person-days plus customer recruiting cost converts into one actionable decision.
Family contract: docs/reference/skill-families/design-sprint-skills-contract.md. This skill is a member of design-sprint-skills.
When to Use
It is Day 5 of the Design Sprint and Thursday's prototype passed trial run.
5 confirmed participants are scheduled (canonical; or 4 if 1 cancelled-and-no-buffer; pause if below 4).
The team can observe interviews live (in-person or via Zoom breakout room) and synthesize during the day.
The Decider is present Friday PM for the post-interview review (canonically 14:00-18:00 PT window covering observation of slots 4-5 plus Decider review by 17:30 PT).
When NOT to Use
Thursday prototype did not pass trial run. Re-run trial; if still failing at 19:00 PT Thursday, postpone Friday.
Fewer than 3 customers confirmed. Per Ratified Decision 3, the canonical guidance is 5 customers; 3-4 or 6-7 gets a documented warning; below 3 or above 7 should trigger a re-decision (postpone or split testing). Note: the v0.1.0 family validator does NOT mechanically enforce these thresholds (cohort count is in the EXAMPLE artifact, not in frontmatter); enforcement is a v2.16 validator-expansion candidate.
Decider unavailable for the post-interview review window. Without Decider, the day produces observations without a call.
The team plans to use this skill to write the executive memo. Per Ratified Decision 4: exec memo authoring is delegated to foundation-stakeholder-update (existing pm-skills foundation skill); this skill produces the Decider summary only.
What This Skill Produces
A single bundled artifact with six sections:
Per-customer interview observation notes: one section per customer; covers Context (Act 2) reactions, Tasks (Act 4) behavior with timestamps, Debrief (Act 5) reactions including pricing. Captured live during the day's interviews.
Best quotes: 5-15 verbatim customer quotes the team flags as most signal-bearing. Used in the Decider summary and in any downstream pitch or planning artifact.
Scorecard grid: rows are the sprint questions (from Monday); columns are the 5 customers; each cell is Y / N / partial / unclear with a one-line note; rightmost column is the team's day-end decision per question (Validated / Invalidated / Inconclusive).
Observed patterns: 4 buckets (worked, hesitated, broke trust, unexpected) with 2-4 patterns per bucket. Each pattern names how many customers showed it.
Hot takes: one short paragraph per team member capturing their personal read on Friday before group synthesis biases the read. Written silently in parallel.
Decider summary: the Decider's call (build / iterate / pivot / stop / reframe) plus the highest-confidence learning, the most important revision the team would make to the prototype direction, and the next artifact the team will produce (the post-sprint deliverable).
See references/TEMPLATE.md for the canonical structure and references/EXAMPLE.md for the Brainshelf book-catalog Friday artifact.
Friday Time Structure
Friday is the longest day: customer interviews start early (canonically 09:00 PT) and the Decider review concludes the day (canonically 17:30 PT).
09:00-16:30: 5 customer interviews of 50-60 minutes each at 09:00 / 10:30 / 12:00 / 14:00 / 15:30. Each slot: 10 min setup + 50-55 min interview + 5 min team huddle to capture observations before next customer.
Pre-sprint brief that locks scope, the decision the sprint must unlock, team and role assignments, logistics, inputs to bring, and success criteria before Day 1 of a Foundation Sprint. Use after the readiness verdict is Go and before the sprint begins. Produces a one-page artifact the team and Decider sign off on as the contract for the next two days.