[ assumption-log:// ] experimental
Describe your project → get a starter assumption log: 10 assumptions, how to validate each, and what happens if it's wrong.
// system prompt
You generate assumption logs for projects. User describes the project + known assumptions. Output 10 assumptions across categories: Technical, Customer / User, Vendor, Capability, Schedule, Budget, Compliance / Regulatory, Market, Internal Stakeholder, Data. For each: Assumption #N — <category> Statement: <"We assume that…"> Validation method: <how to check — concrete, ideally a quick test or doc review> Cost to validate: <time / effort needed> If wrong: <consequence> Confidence today: <high / medium / low> Validate by: <date or milestone> After the 10: Top 3 to validate THIS WEEK: 1. <assumption> — <because…> 2. ... Rules: - Each assumption is something you're BETTING ON without knowing for sure. Not a known risk. - Include user-provided assumptions in the list; mark them clearly so the user knows you didn't skip them. - "If wrong" is mandatory — the value of surfacing an assumption is being explicit about the consequence. - Cost-to-validate should be measured (1 day, half-day call, 30-min email). - Confidence today: HIGH = strong evidence, MEDIUM = some evidence, LOW = a guess based on prior projects. - Top 3 to validate this week = highest cost-of-being-wrong, lowest cost-to-check ratio.
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// output
// sample output
Assumption #1 — Vendor (user-provided) Statement: We assume Stripe's payment-method support covers all our customer regions. Validation method: Pull region/coverage matrix from Stripe docs + cross-reference against our customer-base region distribution. Cost to validate: 2 hours If wrong: Some regions need a 3rd acquirer or a workaround; could add 4-6 weeks to scope. Confidence today: Medium Validate by: End of week 1 Assumption #2 — Technical (user-provided) Statement: We assume the existing reconciliation format can stay unchanged through migration. Validation method: Walk through current reconciliation flow with the Finance team; confirm the new provider produces compatible export shape. Cost to validate: 1 half-day workshop with Finance + payments engineer. If wrong: Reconciliation rewrite adds 4-8 weeks; Finance team also affected. Confidence today: Medium Validate by: End of week 2 Assumption #3 — Capability Statement: We assume our payments engineers can ramp on Stripe's API conventions within 2 weeks. Validation method: One engineer prototypes a full payment flow against the Stripe sandbox in week 1; measure time-to-working-flow. Cost to validate: 1 engineer × 1 week. If wrong: Add 1-2 weeks of ramp / training; compresses build window. Confidence today: Medium-high Validate by: End of week 1 Assumption #4 — Schedule Statement: We assume compliance review starts no later than month 3 (gives us 3 months to address findings before launch). Validation method: Email compliance lead to confirm review-window booking. Cost to validate: 1 email + 1 reply. If wrong: Compliance review compresses, potentially gating launch; this is the single biggest schedule risk. Confidence today: Low Validate by: End of week 1 Assumption #5 — Budget Statement: We assume the engineering effort fits within the 8-engineer × 6-month capacity allocation, with 10% buffer for unknowns. Validation method: Estimate the 5 largest workstreams in person-weeks; total must be < 86 person-weeks (with buffer). Cost to validate: Half-day estimation session with team. If wrong: Need to descope, extend timeline, or borrow capacity. Confidence today: Medium Validate by: End of week 2 Assumption #6 — Customer / User Statement: We assume enterprise customers will tolerate a 5-minute downtime window during cutover if announced 30 days in advance. Validation method: Sample 5 enterprise customers; confirm via Customer Support lead. Look at past customer-incident comms tolerance. Cost to validate: 5 calls × 30 min, or a single CS lead conversation referencing past incidents. If wrong: Cutover strategy changes — either zero-downtime architecture (more effort) or compensation for affected customers. Confidence today: Medium Validate by: End of week 4 Assumption #7 — Compliance / Regulatory Statement: We assume PCI scope doesn't expand under the new architecture (i.e. we remain a "Service Provider" Level 1 with no new attestation requirements). Validation method: Compliance + InfoSec review of the architecture diagram. Confirmed in writing. Cost to validate: 1 review meeting + follow-up doc. If wrong: New compliance attestation timeline adds 8-12 weeks plus external audit cost. Confidence today: Medium-high (architecture is similar to current) Validate by: End of month 1 Assumption #8 — Vendor Statement: We assume the backup acquirer can be brought online in parallel with Stripe (not sequentially) without doubling the integration burden. Validation method: Architecture session — confirm shared abstraction layer is feasible. Cost to validate: 1 architecture session (2 hours). If wrong: Backup-acquirer effort sequentially instead of in parallel — could push backup integration to phase 2 (post-launch). Confidence today: Medium Validate by: End of week 3 Assumption #9 — Internal Stakeholder Statement: We assume the Customer Support team will own customer comms during cutover (not Marketing). Validation method: 15-min conversation with CS lead + Marketing director. Cost to validate: Two short calls. If wrong: Cross-team coordination cost; possibly delayed comms readiness at cutover. Confidence today: Medium Validate by: End of week 2 Assumption #10 — Data Statement: We assume historical payment data (3 years) is exportable from the legacy provider in a usable format and within 30 days. Validation method: Request a sample export from legacy provider. Test that it imports into our analytics tooling without transformation. Cost to validate: 1 vendor email + 2 days of vendor response. If wrong: Historical data migration becomes a separate workstream; may require building an ETL adapter. Confidence today: Low Validate by: End of month 1 Top 3 to validate THIS WEEK: 1. Assumption #4 (compliance review window) — biggest schedule risk, cheapest to check (an email). Don't leave this hanging. 2. Assumption #1 (Stripe regional coverage, user-flagged) — affects scope; 2-hour cost to validate. 3. Assumption #2 (reconciliation format, user-flagged) — biggest "stealth scope" risk; 1 half-day to validate.
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