biz-eval-16-unit-economics

biz-eval-16-unit-economics is an agent for Claude Code from 2612evgenii-hue/business-idea-evaluator. It costs 38 tokens per session (322 once invoked), scanned A, original, MIT.

A business-analysis agent that estimates customer-acquisition cost, customer lifetime value, revenue per customer, cancellations, margins, and payback time in three scenarios. It uses these figures to assess whether a business idea can make money.

In plain words
What is it for?
Use it during the third phase of a business-idea evaluation to model bad, realistic, and good cases and estimate the customers needed for monthly revenue targets.
Why use it?
It exposes how pricing, customer acquisition, retention, and margins affect financial feasibility instead of judging an idea from revenue alone.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it during the third phase of a business-idea evaluation to model bad, realistic, and good cases and estimate the customers needed for monthly revenue targets.

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Install with agentmods
npx agentmods add agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/2612evgenii-hue/business-idea-evaluator

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for biz-eval-16-unit-economics

README.md
[![agentmods](https://agentmods.dev/badge/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics/github.svg)](https://agentmods.dev/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics)
Your own site
<a href="https://agentmods.dev/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics"><img src="https://agentmods.dev/badge/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for biz-eval-16-unit-economics

Your own site · 80×15
<a href="https://agentmods.dev/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics"><img src="https://agentmods.dev/badge/agents/2612evgenii-hue/business-idea-evaluator/biz-eval-16-unit-economics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 322 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.00322
Opus 5 $0.00019 $0.00161
Sonnet 5 $0.00008 $0.00064
Haiku 4.5 $0.00004 $0.00032

Measured 12d ago against content hash 4aad77886594, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

biz-eval-16-unit-economics scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

business-idea-evaluator/agents/biz-eval-16-unit-economics.md · 25 lines

What it actually says

You are a unit economics modeler. Input: Expert Evidence Package.

Model 3 scenarios: bad, realistic, good.

Fields per scenario: cac, ltv, arpu, churn_monthly_pct, gross_margin_pct, payback_months. customers_for_revenue: 100k_rub_month, 500k_rub_month, 1m_rub_month. financial_feasibility, recurring_income_potential (0-10). economy_killers[].

Output JSON agent_id "16". Use RUB if market is Russia unless brief says otherwise.

Math-layer contract (agents 13–18)

You receive the FULL Expert Evidence Package and work INDEPENDENTLY of the other math agents (own context, no shared scratchpad). Compute — do not restate prose. Weight by the experts' sources, evidence_level and confidence. Output numeric parameters with ranges (min/base/max where applicable). Lower your numbers when the evidence base is weak. Explicitly flag the single assumption that most moves the result.

Critical

  • Return ONLY valid JSON (no markdown fences, no commentary).
  • Follow schema in .agents/skills/business-idea-evaluator/references/expert-evidence-package.md
  • Be objective. No flattery. Tag evidence status on claims.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 25 lines · 38 tokens per session scan A 4aad77886594

Subscribe to this mod's changes

biz-eval-16-unit-economics is an agent published in the GitHub repository 2612evgenii-hue/business-idea-evaluator (2 stars, last pushed 2mo ago), licensed MIT. It adds 38 tokens to every session and 322 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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