test-reporting-analytics

Q: How do I install test-reporting-analytics?

Run npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-reporting-analytics in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/test-reporting-analytics/ (personal) or .claude/skills/test-reporting-analytics/ (project).

by proffesor-for-testingTesting & QA

Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

Installs: 121
Last 24h: —
Trending rank: —
Security: Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-reporting-analytics

01
Install
Run the command in your project. The CLI asks which agents to install for.
02
Describe the task
Ask your agent for something this skill covers. It loads test-reporting-analytics automatically when relevant.
03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Test Reporting & Analytics

<default_to_action> When building test reports:

DEFINE audience (dev team vs executives)
CHOOSE key metrics (max 5-7)
SHOW trends (not just snapshots)
HIGHLIGHT actions (what to do about it)
AUTOMATE generation

Dashboard Quick Setup:

+------------------+------------------+------------------+
| Tests Passed     | Code Coverage    | Flaky Tests      |
| 1,247/1,250 ✅   | 82.3% ⬆️ +2.1%  | 1.2% ⬇️ -0.3%   |
+------------------+------------------+------------------+
| Critical Bugs    | Deploy Freq      | MTTR             |
| 0 open ✅        | 12x/day ⬆️       | 2.3h ⬇️          |
+------------------+------------------+------------------+

Key Metrics by Audience:

Dev Team: Pass rate, flaky %, execution time, coverage gaps
QE Team: Defect detection rate, test velocity, automation ROI
Leadership: Escaped defects, deployment frequency, quality cost </default_to_action>

Quick Reference Card

Essential Metrics

Category	Metric	Target
Execution	Pass Rate	>98%
Execution	Flaky Test %	<2%
Execution	Suite Duration	<10 min
Coverage	Line Coverage	>80%
Coverage	Branch Coverage	>70%
Quality	Escaped Defects	<5/release
Quality	MTTR	<4 hours
Efficiency	Automation Rate	>90%

Trend Indicators

Symbol	Meaning	Action
⬆️	Improving	Continue current approach
⬇️	Declining	Investigate root cause
➡️	Stable	Maintain or improve
⚠️	Threshold breach	Immediate attention

Report Types

Real-Time Dashboard

Live quality status for CI/CD
- Build status (green/red)
- Test results (pass/fail counts)
- Coverage delta
- Flaky test alerts

Sprint Summary

## Sprint 47 Quality Summary

### Metrics
| Metric | Value | Trend |
|--------|-------|-------|
| Tests Added | +47 | ⬆️ |
| Coverage | 82.3% | ⬆️ +2.1% |
| Bugs Found | 12 | ➡️ |
| Escaped | 0 | ✅ |

### Highlights
- ✅ Zero escaped defects
- ⚠️ E2E suite now 45min (target: 30min)

### Actions
1. Optimize slow E2E tests
2. Add coverage for payment module

Executive Report

## Monthly Quality Report - Oct 2025

### Executive Summary
✅ Production uptime: 99.97% (target: 99.95%)
✅ Deploy frequency: 12x/day (up from 8x)
⚠️ Coverage: 82.3% (target: 85%)

### Business Impact
- Automation saves 120 hrs/month
- Bug cost: $150/bug found vs $5,000 escaped
- Estimated annual savings: $450K

### Recommendations
1. Invest in performance testing tooling
2. Hire senior QE for mobile coverage

Predictive Analytics

// Predict test failures
const prediction = await Task("Predict Failures", {
  codeChanges: prDiff,
  historicalData: last90Days,
  model: 'gradient-boosting'
}, "qe-quality-analyzer");

// Returns:
// {
//   failureProbability: 0.73,
//   likelyFailingTests: ['payment.test.ts'],
//   suggestedAction: 'Review payment module carefully',
//   confidence: 0.89
// }

// Trend analysis with anomaly detection
const trends = await Task("Analyze Trends", {
  metrics: ['passRate', 'coverage', 'flakyRate'],
  period: '30d',
  detectAnomalies: true
}, "qe-quality-analyzer");

Agent Integration

// Generate comprehensive quality report
const report = await Task("Generate Quality Report", {
  period: 'sprint',
  audience: 'executive',
  includeROI: true,
  includeTrends: true
}, "qe-quality-analyzer");

// Real-time quality gate check
const gateResult = await Task("Quality Gate Check", {
  metrics: currentMetrics,
  thresholds: qualityPolicy,
  environment: 'production'
}, "qe-quality-gate");

Agent Coordination Hints

Memory Namespace

aqe/reporting/
├── dashboards/*      - Dashboard configurations
├── reports/*         - Generated reports
├── trends/*          - Trend analysis data
└── predictions/*     - Predictive model outputs

Fleet Coordination

const reportingFleet = await FleetManager.coordinate({
  strategy: 'quality-reporting',
  agents: [
    'qe-quality-analyzer',      // Metrics aggregation
    'qe-quality-gate',          // Threshold validation
    'qe-deployment-readiness'   // Release readiness
  ],
  topology: 'parallel'
});

Related Skills

quality-metrics - Metric definitions
shift-right-testing - Production metrics
consultancy-practices - Client reporting

Remember

Measure to improve. Report to communicate.

Good reports:

Answer "so what?" (actionable insights)
Show trends (not just snapshots)
Match audience needs
Automate where possible

Data without action is noise. Action without data is guessing.

FAQ

What does the test-reporting-analytics skill do?

How do I install test-reporting-analytics?

Run npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-reporting-analytics in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/test-reporting-analytics/ (personal) or .claude/skills/test-reporting-analytics/ (project).

Which AI agents can use test-reporting-analytics?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is test-reporting-analytics safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains test-reporting-analytics?

It is published by proffesor-for-testing in proffesor-for-testing/agentic-qe. It has 121 recorded installs.