feasibility-assessor

Featured

Evaluates whether a business idea is technically buildable and financially viable. Covers unit economics (CAC, LTV), revenue modeling, break-even, and go/no-go verdicts. Triggers on: "feasibility assessment", "viability analysis", "unit economics", "build vs buy", "go/no-go decision", "ROI projection".

AI & Automation 313 stars 46 forks Updated 4 days ago MIT

Install

View on GitHub

Quality Score: 93/100

Stars 20%
83
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Feasibility Assessor Evaluate business ideas and features across two tracks: financial viability and technical feasibility. Produce an integrated verdict with actionable de-risking recommendations. ## Phase 1: Input Classification Determine the input type: - **Idea pitch**: informal description of a concept - **Feature spec**: defined requirements for a product addition - **Repo/codebase**: existing code to evaluate for extension or pivot - **Business plan**: structured document with financials Extract from the input: 1. Value proposition (what problem it solves, for whom) 2. Target customer segment 3. Pricing intent or revenue model 4. Technology stack (stated or implied) 5. Competitive landscape awareness If critical inputs are missing, ask targeted clarifying questions before proceeding. Minimum viable inputs: value proposition and target customer. ## Phase 2: Financial Analysis Reference: `references/unit-economics.md`, `references/financial-viability.md` Skip this phase only when the request is purely technical (e.g., "can we build X with Y stack"). ### Unit Economics 1. Calculate **Customer Acquisition Cost (CAC)** — fully loaded: marketing spend + sales cost + overhead allocation per acquired customer 2. Calculate **Customer Lifetime Value (LTV)** — ARPU multiplied by average customer lifetime, adjusted for gross margin 3. Compute **LTV:CAC ratio** — minimum viable: 3:1 4. Determine **contribution margin** per unit sold or per customer served 5. Calculate...

Details

Author
Mathews-Tom
Repository
Mathews-Tom/armory
Created
5 months ago
Last Updated
4 days ago
Language
Python
License
MIT

Bundled in these plugins

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

financial-unit-economics

Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics, CAC/LTV ratio, contribution margin, customer profitability, break-even analysis, or needs to determine if a business can be profitable at scale.

2 Updated 2 days ago
NewAbra
AI & Automation Listed

business-viability-assessment

Assess the commercial and financial viability of a software product, startup idea, MVP, repository, PRD, requirements folder, or concept. Use when the user asks whether a project is worth building or wants demand, competitors, MVP scope, development and operating costs, unit economics, scenarios, risks, validation experiments, or a GO, VALIDATE_FIRST, PIVOT, or NO_GO verdict. Default to a quick advisory answer in chat; create analysis files only when the user explicitly requests artifacts.

0 Updated yesterday
ValentinNikolaev
AI & Automation Listed

unit-economics-calculator--strategist

Coach a PM through CAC, LTV, LTV:CAC ratio, and Payback Period calculations — then identify which of the three levers (reduce CAC, increase LTV, improve payback) to pull. Catches common mistakes like 'we'll make it up on volume,' ignoring gross margin, and optimizing the wrong lever. Includes validation plan templates and full coaching exchanges for SaaS, consumer, and marketplace models.

3 Updated 3 weeks ago
BrennanJCollins