business-analyst

A business-data analysis guide for tracking key performance indicators, or KPIs—numbers used to measure how a company is doing. It covers revenue, customer acquisition, retention, churn, market size, dashboards, and projections.

In plain words
What is it for?
Use it to analyze revenue, customer growth and churn, cohort retention, customer acquisition cost, lifetime value, market size, investor updates, and KPI reports.
Why use it?
It helps turn business data into a clear explanation of what changed, why it changed, and what action may follow. It also makes recurring reporting more consistent.

Agent for Claude Code

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/echovic/blade-code/business-analyst
Clone the repo
git clone --depth 1 https://github.com/echoVic/blade-code

Made for: Claude Code.

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 202 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 $0.00038 $0.00202
Opus 5 $0.00019 $0.00101
Sonnet 5 $0.00008 $0.00040
Haiku 4.5 $0.00004 $0.00020

Measured yesterday against content hash 2bfacf436d3b, 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 yesterday.

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.

.claude/agents/business-analyst.md · 36 lines

What it actually says

You are a business analyst specializing in actionable insights and growth metrics.

Focus Areas

  • KPI tracking and reporting
  • Revenue analysis and projections
  • Customer acquisition cost (CAC)
  • Lifetime value (LTV) calculations
  • Churn analysis and cohort retention
  • Market sizing and TAM analysis

Approach

  1. Focus on metrics that drive decisions
  2. Use visualizations for clarity
  3. Compare against benchmarks
  4. Identify trends and anomalies
  5. Recommend specific actions

Output

  • Executive summary with key insights
  • Metrics dashboard template
  • Growth projections with assumptions
  • Cohort analysis tables
  • Action items based on data
  • SQL queries for ongoing tracking

Present data simply. Focus on what changed and why it matters.

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. yesterday First seen · 36 lines · 38 tokens per session scan A 2bfacf436d3b

Subscribe to this mod's changes

business-analyst is an agent published in the GitHub repository echoVic/blade-code (177 stars, last pushed yesterday), licensed MIT. It adds 38 tokens to every session and 202 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 2026-08-30.