test-reporting-analytics

name	test-reporting-analytics
description	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.
category	analytics
priority	high
tokenEstimate	850
agents	["qe-quality-analyzer","qe-quality-gate","qe-deployment-readiness"]
implementation_status	optimized
optimization_version	1
last_optimized	"2025-12-03T00:00:00.000Z"
dependencies	[]
quick_reference_card	true
tags	["reporting","analytics","dashboards","metrics","trends","predictive"]
trust_tier	3
validation	{"schema_path":"schemas/output.json","validator_path":"scripts/validate-config.json","eval_path":"evals/test-reporting-analytics.yaml"}

Test Reporting & Analytics

<default_to_action> When building test reports:

1. DEFINE audience (dev team vs executives)
2. CHOOSE key metrics (max 5-7)
3. SHOW trends (not just snapshots)
4. HIGHLIGHT actions (what to do about it)
5. 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
➡️