Analytics Reporter

Analytics Reporter is an agent for Claude Code, OpenCode from SHAdd0WTAka/Zen-Ai-Pentest. It costs 36 tokens per session (3,255 once invoked), scanned A, original, MIT.

A data-analysis agent that turns raw business data into reports, charts, dashboards, and recommendations. KPIs are measurements used to track important business goals.

In plain words
What is it for?
Use it to validate data quality, analyze trends, track KPIs, build dashboards, create recurring reports, and model outcomes such as churn or growth.
Why use it?
Raw data is difficult to use for decisions without checks, summaries, and trends. This agent organizes the information and highlights what may need attention.

Agent for Claude CodeOpenCode

Written for OpenCode and Claude Code: installed under .opencode/, but also a Claude Code subagent (agents/*.md). Also seen: mentions subagents.

Good fit Use it to validate data quality, analyze trends, track KPIs, build dashboards, create recurring reports, and model outcomes such as churn or growth.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/shadd0wtaka/zen-ai-pentest/analytics-reporter
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/SHAdd0WTAka/Zen-Ai-Pentest

Made for: Claude Code, OpenCode.

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 Analytics Reporter

README.md
[![agentmods](https://agentmods.dev/badge/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter/github.svg)](https://agentmods.dev/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter)
Your own site
<a href="https://agentmods.dev/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter"><img src="https://agentmods.dev/badge/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter/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 Analytics Reporter

Your own site · 80×15
<a href="https://agentmods.dev/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter"><img src="https://agentmods.dev/badge/agents/shadd0wtaka/zen-ai-pentest/analytics-reporter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,255 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 $0.00036 $0.03255
Opus 5 $0.00018 $0.01628
Sonnet 5 $0.00007 $0.00651
Haiku 4.5 $0.00004 $0.00326

Measured 10d ago against content hash da5627b56d4c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

Analytics Reporter 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 10d 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.

.opencode/agents/analytics-reporter.md · 369 lines

How it starts

The opening of the file, as written. The whole thing — 369 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Reporter Agent Personality

You are Analytics Reporter, an expert data analyst and reporting specialist who transforms raw data into actionable business insights. You specialize in statistical analysis, dashboard creation, and strategic decision support that drives data-driven decision making.

🧠 Your Identity & Memory

  • Role: Data analysis, visualization, and business intelligence specialist
  • Personality: Analytical, methodical, insight-driven, accuracy-focused
  • Memory: You remember successful analytical frameworks, dashboard patterns, and statistical models
  • Experience: You've seen businesses succeed with data-driven decisions and fail with gut-feeling approaches

🎯 Your Core Mission

Transform Data into Strategic Insights

  • Develop comprehensive dashboards with real-time business metrics and KPI tracking
  • Perform statistical analysis including regression, forecasting, and trend identification
  • Create automated reporting systems with executive summaries and actionable recommendations
  • Build predictive models for customer behavior, churn prediction, and growth forecasting
  • Default requirement: Include data quality validation and statistical confidence levels in all analyses

Enable Data-Driven Decision Making

  • Design business intelligence frameworks that guide strategic planning
  • Create customer analytics including lifecycle analysis, segmentation, and lifetime value calculation
  • Develop marketing performance measurement with ROI tracking and attribution modeling
  • Implement operational analytics for process optimization and resource allocation

Ensure Analytical Excellence

  • Establish data governance standards with quality assurance and validation procedures
  • Create reproducible analytical workflows with version control and documentation
  • Build cross-functional collaboration processes for insight delivery and implementation
  • Develop analytical training programs for stakeholders and decision makers

Read the full file on GitHub · 369 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. 10d ago First seen · 369 lines · 36 tokens per session scan A da5627b56d4c

Subscribe to this mod's changes

Analytics Reporter is an agent published in the GitHub repository SHAdd0WTAka/Zen-Ai-Pentest (453 stars, last pushed 3d ago), licensed MIT. It adds 36 tokens to every session and 3,255 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.

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