Prioritize product or business assumptions using an impact and risk matrix. Sort them into implementation, deferral, rejection, or testing, then propose experiments for assumptions that need validation, using actual behavior and clear success metrics and thresholds.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Deciding which assumptions to test first
- Comparing assumptions by impact and risk
- Defining experiments and success thresholds
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Identify untested assumptions behind a new product idea across eight areas, including customer value, usability, business viability, technology, ethics, market launch, strategy, and team. Rate confidence in each assumption and suggest a test, producing a Markdown analysis.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking assumptions behind a new product concept
- Reviewing launch channels and messaging assumptions
- Examining technical and team risks together
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Examine feature ideas for existing products to uncover risky assumptions about customer value, usability, business support, and technical feasibility. Consider product, design, and engineering perspectives, then record potential failures, confidence levels, and suggested ways to test each assumption.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing assumptions behind a feature idea
- Assessing risks from three professional perspectives
- Planning how to test uncertain assumptions
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Use when: assumptions audit, audit assumptions, check for hidden assumptions, plan/ticket has ambiguous scope edges, pre-flight before finalizing a ticket, unstated assumptions, or 'what am I assuming'. Surfaces unstated assumptions, ambiguous scope edges, and untested preconditions in a finished plan/ticket/ADR before it is handed to Builder. Optional pass — Architect judges when to apply it; not a mandatory gate on every ticket.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Agistra/agistra.dev☆ 52026년 10월 14일 업데이트
Reads a cash forecast (spreadsheet, model export, pasted table or the narrative that accompanies it) and returns a DRAFT assumptions sheet: every assumption the forecast rests on, stated or implied by the figures, with its value as read, its location in the model, the cash lines it drives, its stated source or "not stated", the evidence that would test it, an owner, and one neutral challenge question, so a reviewer can work through the assumptions one by one. Use when the user asks to "list the assumptions behind this cash forecast", "what is this cash flow forecast assuming", "prepare the challenge questions for the treasury review", "pull out the drivers of the 13-week cash forecast" or "build an assumptions register for the liquidity plan". Do not use for actuals against budget by line, use budget-variance-explainer instead; do not use for the case behind a capital request, use capex-request-pack instead. Drafts for human review; never approves, authorises or signs off.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
kesslernity/awesome-copilot-agent-skills☆ 82026년 9월 19일 업데이트
Estimate a public company's intrinsic value per share using discounted cash flow, a method that values future cash in today's terms. Produce a Markdown report documenting financial inputs, assumptions, five-year forecasts, and sensitivity to valuation assumptions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Estimate a public company's fair value per share
- Compare the current share price with estimated value
- Check how valuation changes under different assumptions
nexu-io/open-design☆ 10.2만2026년 10월 19일 업데이트
Estimate private equity deal returns across purchase prices, borrowing levels, growth assumptions, exit prices, and holding periods. Produce Excel sensitivity tables showing annualized returns and investment multiples, plus scenario comparisons and a one-page investment committee summary.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Estimate returns for a potential acquisition
- Compare purchase and exit valuation assumptions
- Stress-test growth and borrowing assumptions
anthropics/financial-services☆ 4만2026년 9월 22일 업데이트
Turn a product idea into a Lean Canvas, a nine-part outline of business assumptions. Define customer problems, solutions, value, channels, revenue, costs, and metrics, then identify risky assumptions and suggest experiments to test them.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Organizing business assumptions for a new venture
- Clarifying target customers and the value offered
- Reviewing revenue, costs, and key metrics together
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Review a product requirements document, roadmap, or strategy by challenging the assumptions it depends on. Rank potential failures by impact, likelihood, and testing cost, then propose small tests, evidence to gather, and criteria for stopping or changing course.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Challenging critical assumptions before starting a plan
- Preparing a strategy document for executive review
- Choosing low-cost tests to run this week
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Plan low-effort experiments to check assumptions about an existing product before building a feature. Compare prototypes, A/B tests, and other methods, with a clear assumption, procedure, metric, and success threshold for each experiment.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking feature assumptions before implementation
- Planning prototype usability tests
- Defining metrics and success thresholds for A/B tests
phuryn/pm-skills☆ 2.7만2026년 10월 16일 업데이트
Analyze a problem by separating fundamental facts from policies and untested assumptions. The skill produces a component breakdown, a constraint table, and a rebuilt solution, helping explain which inherited assumptions may be limiting the available options.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Breaking down the causes of high costs
- Reviewing requirements inherited from past projects
- Reconsidering a design that has stalled
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
RAID log methodology with decision extraction from emails and meeting notes. Use when asked to identify risks, log assumptions, track issues, extract decisions from correspondence, create or update a RAID log, escalate a risk to an issue, assess project risks, validate or challenge assumptions, or capture scope-relevant decisions. Also triggers when the user pastes email chains and asks what decisions were made, or needs to find buried decisions and untested assumptions in correspondence. Trigger on: 'risk report', 'RAID log', 'what are the risks', 'what decisions were made', 'update the risk register', 'what assumptions are we making', 'what could go wrong', 'flag any issues', 'extract decisions from these emails'.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
lawve-ai/awesome-legal-skills☆ 8732026년 10월 3일 업데이트
Extract a thesis's load-bearing assumptions and scan for internal contradictions — the falsifiable claims the bull case requires, what would falsify each, and where the thesis's own Risks / Bear Case / research already argue against it. Use when user says "assumptions", "what must be true", "load-bearing assumptions", or "does [TICKER] contradict itself".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
jameswong2011/InvestmentVault☆ 32026년 10월 16일 업데이트
Guide coding, reviews, and refactoring with explicit assumptions, simple implementations, focused changes, and testable goals. These behavioral guidelines help an AI agent avoid unnecessary complexity and verify that its changes meet the request.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Clarifying assumptions before implementation
- Keeping bug fixes focused
- Reviewing code for unnecessary complexity
multica-ai/andrej-karpathy-skills☆ 22.1만2026년 4월 20일 업데이트
Turn a rough idea into a concrete concept through guided discussion. Explore alternatives, compare user value and feasibility, and produce a Markdown brief covering the recommended direction, assumptions to test, minimum scope, and explicit exclusions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Shaping a vague product or feature idea
- Exploring alternatives before choosing a direction
- Testing assumptions before committing to a plan
addyosmani/agent-skills☆ 10.8만2026년 10월 14일 업데이트
Build an HTML finance deck explaining per-unit profitability and BYOK costs, where users supply their own API keys. Present assumptions and how results change under different conditions, using a consistent cream and rust-red visual style for CFOs and investors.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Explaining per-unit profitability to a CFO
- Presenting a BYOK cost model to investors
- Showing how changing assumptions affects costs
nexu-io/open-design☆ 10.2만2026년 10월 19일 업데이트
Have agents with different roles challenge a proposed approach, exposing weak assumptions, missed interactions, and unnecessary complexity. Surviving findings go to a dedicated planning agent, which produces sequenced tasks with explicit success criteria.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking assumptions before committing to a plan
- Finding integration risks and overlooked edge cases
- Challenging unnecessary complexity in a design
code-yeongyu/oh-my-openagent☆ 7만2026년 10월 19일 업데이트
Turn product ideas into a focused brief through guided conversation, or update and review an existing one. It records decisions, flags assumptions and unknowns, and keeps supporting detail available for later planning.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turn a product idea into a brief
- Update a brief when assumptions change
- Review weak assumptions before a pitch
bmad-code-org/BMAD-METHOD☆ 5.4만2026년 10월 18일 업데이트
Create market research reports that connect claims to sources, compare competitors, and estimate market size. Build alternative forecasts with explicit assumptions, so readers can review the calculations, uncertainties, and evidence behind each conclusion.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Preparing a market report for a new business
- Comparing market size estimates and their assumptions
- Building competitor comparisons with traceable sources
K-Dense-AI/scientific-agent-skills☆ 5.3만2026년 10월 16일 업데이트
Explore difficult decisions, research trade-offs, or creative challenges through several simulated perspectives. Separate facts, assumptions, and values, compare competing priorities, and produce a conditional recommendation with unresolved questions, a next step, and conditions that would change the choice.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing business options with competing priorities
- Reviewing trade-offs in a research plan
- Challenging assumptions behind a preferred choice
K-Dense-AI/scientific-agent-skills☆ 5.3만2026년 10월 16일 업데이트
Guide AI coding work toward simple implementations, focused edits, and explicit assumptions. Use it when writing, reviewing, or refactoring code to keep changes tied to the request and define success through tests or other concrete checks.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Keeping bug fixes limited to the necessary code
- Simplifying code that has become overcomplicated
- Making implementation assumptions explicit
sickn33/agentic-awesome-skills☆ 4.8만2026년 10월 19일 업데이트
Update financial models after earnings, new company guidance, or changes in assumptions. Revise forecasts, recalculate valuation and price targets, and summarize significant changes with their reasons and implications for the investment view.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Updating a financial model after quarterly earnings
- Revising forecasts after changes in company guidance
- Reflecting interest rate and currency changes in valuation
anthropics/financial-services☆ 4만2026년 9월 22일 업데이트
Document why you own a stock, the assumptions behind the purchase, and conditions for reconsidering it. Review these against quarterly earnings and major events, score the investment rationale's health, and outline whether to hold, add, trim, or exit.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Record a stock purchase rationale in five sentences
- Check investment assumptions after quarterly earnings
- Define conditions for reconsidering a holding
HKUDS/Vibe-Trading☆ 3.6만2026년 10월 18일 업데이트
Model trading costs and execution assumptions in backtests, including slippage, the gap between expected and simulated fill prices. Compare price impact, fees, execution delays, and order splitting to assess how assumptions affect strategy results.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare backtests under different slippage assumptions
- Estimate how trading costs reduce annual returns
- Explore VWAP and TWAP order splitting
HKUDS/Vibe-Trading☆ 3.6만2026년 10월 18일 업데이트