assumption-bounty

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Extract every hidden assumption from a plan or document and put a price on each one — what it costs if wrong, what it costs to test. Use before committing to anything whose author says 'obviously' or whose spreadsheet has hardcoded cells: the bounty hunt makes the invisible load-bearing beliefs explicit and tells you which three to test this week. Produces the assumption ledger (priced and ranked), the cheapest test for each dangerous one, and the document's honest confidence statement.

AI & Automation 1,356 stars 240 forks Updated yesterday MIT

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Skill Content

# Assumption Bounty Every plan is a stack of beliefs wearing a costume of facts. Most die from an assumption nobody wrote down — because unwritten assumptions can't be tested, assigned, or noticed when they quietly become false. The bounty hunt pays by the find: every hidden belief extracted, priced, and ranked by (cost if wrong) ÷ (cost to test). ## Required Inputs - **The document** — plan, model, PRD, forecast, strategy. Spreadsheet-backed documents: include the key hardcoded numbers; each one is an assumption in a trench coat. - Optional: which assumptions the team already knows about — the bounty only pays for *hidden* ones, and knowing the acknowledged list sharpens the hunt. ## Where Assumptions Hide - **In verbs**: "users will migrate" (will they?), "the team can absorb" (can it?) - **In adjectives**: "conservative estimate", "simple integration", "standard terms" - **In silence**: what the document never mentions — pricing pages that assume no competitor response, hiring plans that assume no attrition - **In hardcoded numbers**: every constant in the model (conversion 3%, CAC $400) is a belief with a confidence interval nobody stated - **In the past tense**: "as we saw in the pilot" — assuming the pilot generalises - **In org charts**: "marketing will drive awareness" assumes a team's priorities that were never negotiated ## Output Format 1. **The ledger** — table, ranked by danger score: assumption (quoted or reconstructed) | where it hides | cost if wrong (o...

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Author
mohitagw15856
Repository
mohitagw15856/pm-claude-skills
Created
7 months ago
Last Updated
yesterday
Language
HTML
License
MIT

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