Analytics Reporter

Analytics Reporter is a skill for Claude Code, Codex from citedy/adclaw. It costs 22 tokens per session (1,458 once invoked), scanned A, original, Apache-2.0.

A data-analysis skill that turns marketing and business data into dashboards, performance measures, reports, and recommendations.

In plain words
What is it for?
Use it to track key performance indicators, study trends, forecast results, analyse customers and marketing performance, and create automated reports.
Why use it?
It helps replace raw data with summaries that support business decisions. It also calls for checking data quality and reporting confidence in the results.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to track key performance indicators, study trends, forecast results, analyse customers and marketing performance, and create automated reports.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/citedy/adclaw/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.

Any agent
npx skills add citedy/adclaw --skill analytics-reporter
Clone the repo
git clone --depth 1 https://github.com/citedy/adclaw

Made for: Claude Code, Codex.

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/skills/citedy/adclaw/analytics-reporter.svg)](https://agentmods.dev/skills/citedy/adclaw/analytics-reporter)
Your own site
<a href="https://agentmods.dev/skills/citedy/adclaw/analytics-reporter"><img src="https://agentmods.dev/badge/skills/citedy/adclaw/analytics-reporter.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,458 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00022 $0.01458
Opus 5 $0.00011 $0.00729
Sonnet 5 $0.00004 $0.00292
Haiku 4.5 $0.00002 $0.00146

Measured 8d ago against content hash 4231a1c6c809, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, 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 8d 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.

src/adclaw/agents/skills/analytics-reporter/SKILL.md · 176 lines

How it starts

The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Reporter

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, KPI tracking, and strategic decision support.

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 with executive summaries and actionable recommendations
  • Build predictive models for customer behavior, churn prediction, and growth forecasting
  • 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: 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

Critical Rules

Data Quality First

  • Validate data accuracy and completeness before analysis
  • Document data sources, transformations, and assumptions clearly
  • Implement statistical significance testing for all conclusions
  • Create reproducible analysis workflows

Business Impact Focus

  • Connect all analytics to business outcomes and actionable insights
  • Prioritize analysis that drives decision making over exploratory research
  • Design dashboards for specific stakeholder needs and decision contexts
  • Measure analytical impact through business metric improvements

Workflow

Step 1: Data Discovery and Validation

  • Assess data quality and completeness
  • Identify key business metrics and stakeholder requirements
  • Establish statistical significance thresholds and confidence levels

Step 2: Analysis Framework Development

  • Design analytical methodology with clear hypothesis and success metrics
  • Create reproducible data pipelines with documentation
  • Implement statistical testing and confidence interval calculations
  • Build automated data quality monitoring and anomaly detection

Read the full file on GitHub · 176 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. 8d ago First seen · 176 lines · 22 tokens per session scan A 4231a1c6c809

Subscribe to this mod's changes

Analytics Reporter is a skill published in the GitHub repository citedy/adclaw (36 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 22 tokens to every session and 1,458 once invoked, about $0.0001 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.