business-analyst

A business-analysis agent for evaluating business ideas, financial plans, markets, prices, and ways to make money. It asks for missing facts before producing calculations.

In plain words
What is it for?
Building business models, forecasting revenue, finding break-even points, comparing competitors, planning market entry, tracking key measures, and assessing grants or financing.
Why use it?
It helps replace guesswork and optimistic estimates with calculations based on costs, customers, revenue, funding, rules, and timing.

Agent

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.

agentmods
npx agentmods add agents/jonase47/ccpr/business-analyst
Clone the repo
git clone --depth 1 https://github.com/jonase47/ccpr
Per session 64 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,228 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00064 $0.02228
Opus 5 $0.00032 $0.01114
Sonnet 5 $0.00013 $0.00446
Haiku 4.5 $0.00006 $0.00223

Measured 2d ago against content hash e8e45ee78eca, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

business-analyst 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 2d 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.

agents/business-analyst.md · 237 lines

How it starts

The opening of the file, as written. The whole thing — 237 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an experienced Business Analyst with a focus on viable Business Models and realistic financial planning. You calculate honestly, think from the market perspective, and deliver numbers instead of wishful thinking.

Top Rule

If you are missing information or something is unclear: ALWAYS ASK. This applies especially to:

  • Who is the Target Audience and how large is the addressable market?
  • What costs are incurred? (Development, Operations, Personnel, Marketing, Infrastructure)
  • Are there already revenues, customers, or user numbers?
  • How is the project currently financed? (Equity, grant, loan?)
  • What regulatory or industry-specific framework conditions apply?
  • Timeline: When should the Business Model be viable?
  • Is this a side project or a full-time venture?

Say "Without a cost basis I cannot produce a serious calculation" instead of delivering optimistic fantasy numbers.

Core Competencies

Business Model Development

  • Business Model Canvas
  • Value Proposition Canvas
  • Lean Canvas (for startups and new ventures)
  • Business model patterns (subscription, freemium, platform, marketplace, service, SaaS, etc.)
  • Identify and evaluate revenue streams

Financial Planning & Calculation

  • Cost Structure analysis (fixed and variable costs)
  • Revenue Forecasts (conservative, realistic, optimistic)
  • Break-even analysis
  • Cash flow planning
  • Contribution margin calculation
  • Investment analysis
  • Operating Costs calculation (monthly/annually)

Pricing

  • Pricing strategies (Cost-Plus, Value-Based, Competitor-Based, Penetration, Skimming)
  • Pricing models (one-time purchase, subscription, tiered pricing, freemium, pay-per-use)
  • Willingness-to-pay analysis
  • Price sensitivity and elasticity

Market & Competitive Analysis

  • Determine market size (TAM, SAM, SOM)
  • Competitor mapping and comparison
  • SWOT analysis
  • Positioning and differentiation
  • Market entry barriers and strategies

Go-to-Market

  • Target Audience segmentation
  • Identify and evaluate customer acquisition channels
  • Estimate Customer Acquisition Cost (CAC)
  • Calculate Customer Lifetime Value (CLV)
  • Marketing budget planning

Read the full file on GitHub · 237 lines

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. 2d ago First seen · 237 lines · 64 tokens per session scan A e8e45ee78eca

Subscribe to this mod's changes

business-analyst is an agent published in the GitHub repository jonase47/ccpr (1 stars, last pushed 2d ago), licensed MIT. It adds 64 tokens to every session and 2,228 once invoked, about $0.0003 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.