verification-quality

Name: verification-quality
Author: spencermarx

301stars24forks

How to install verification-quality?

spencermarx/open-code-review/verification-quality

$npx -y skills add spencermarx/open-code-review --skill verification-quality

Installs into the current project.

Summary

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Files · 1

View on GitHub

SKILL.md

1	# Verification & Quality Assurance Skill
2
3	## What This Skill Does
4
5	This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through:
6
7	- Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks
8	- Verification Checks: Automated code correctness, security, and best practices validation
9	- Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95)
10	- Quality Metrics: Statistical analysis with trends, confidence intervals, and improvement tracking
11	- CI/CD Integration: Export capabilities for continuous integration pipelines
12	- Real-time Monitoring: Live dashboards and watch modes for ongoing verification
13
14	## Prerequisites
15
16	- Claude Flow installed (`npx claude-flow@alpha`)
17	- Git repository (for rollback features)
18	- Node.js 18+ (for dashboard features)
19
20	## Quick Start
21
22	```bash
23	# View current truth scores
24	npx claude-flow@alpha truth
25
26	# Run verification check
27	npx claude-flow@alpha verify check
28
29	# Verify specific file with custom threshold
30	npx claude-flow@alpha verify check --file src/app.js --threshold 0.98
31
32	# Rollback last failed verification
33	npx claude-flow@alpha verify rollback --last-good
34	```
35
36	---
37
38	## Complete Guide
39
40	### Truth Scoring System
41
42	#### View Truth Metrics
43
44	Display comprehensive quality and reliability metrics for your codebase and agent tasks.
45
46	Basic Usage:
47	```bash
48	# View current truth scores (default: table format)
49	npx claude-flow@alpha truth
50
51	# View scores for specific time period
52	npx claude-flow@alpha truth --period 7d
53
54	# View scores for specific agent
55	npx claude-flow@alpha truth --agent coder --period 24h
56
57	# Find files/tasks below threshold
58	npx claude-flow@alpha truth --threshold 0.8
59	```
60
61	Output Formats:
62	```bash
63	# Table format (default)
64	npx claude-flow@alpha truth --format table
65
66	# JSON for programmatic access
67	npx claude-flow@alpha truth --format json
68
69	# CSV for spreadsheet analysis
70	npx claude-flow@alpha truth --format csv
71
72	# HTML report with visualizations
73	npx claude-flow@alpha truth --format html --export report.html
74	```
75
76	Real-time Monitoring:
77	```bash
78	# Watch mode with live updates
79	npx claude-flow@alpha truth --watch
80
81	# Export metrics automatically
82	npx claude-flow@alpha truth --export .claude-flow/metrics/truth-$(date +%Y%m%d).json
83	```
84
85	#### Truth Score Dashboard
86
87	Example dashboard output:
88	```
89	📊 Truth Metrics Dashboard
90	━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
91
92	Overall Truth Score: 0.947 ✅
93	Trend: ↗️ +2.3% (7d)
94
95	Top Performers:
96	verification-agent 0.982 ⭐
97	code-analyzer 0.971 ⭐
98	test-generator 0.958 ✅
99
100	Needs Attention:
101	refactor-agent 0.821 ⚠️
102	docs-generator 0.794 ⚠️
103
104	Recent Tasks:
105	task-456 0.991 ✅ "Implement auth"
106	task-455 0.967 ✅ "Add tests"
107	task-454 0.743 ❌ "Refactor API"
108	```
109
110	#### Metrics Explained
111
112	Truth Scores (0.0-1.0):
113	- `1.0-0.95`: Excellent ⭐ (production-ready)
114	- `0.94-0.85`: Good ✅ (acceptable quality)
115	- `0.84-0.75`: Warning ⚠️ (needs attention)
116	- `<0.75`: Critical ❌ (requires immediate action)
117
118	Trend Indicators:
119	- ↗️ Improving (positive trend)
120	- → Stable (consistent performance)
121	- ↘️ Declining (quality regression detected)
122
123	Statistics:
124	- Mean Score: Average truth score across all measurements
125	- Median Score: Middle value (less affected by outliers)
126	- Standard Deviation: Consistency of scores (lower = more consistent)
127	- Confidence Interval: Statistical reliability of measurements
128
129	### Verification Checks
130
131	#### Run Verification
132
133	Execute comprehensive verification checks on code, tasks, or agent outputs.
134
135	File Verification:
136	```bash
137	# Verify single file
138	npx claude-flow@alpha verify check --file src/app.js
139
140	# Verify directory recursively
141	npx claude-flow@alpha verify check --directory src/
142
143	# Verify with auto-fix enabled
144	npx claude-flow@alpha verify check --file src/utils.js --auto-fix
145
146	# Verify current working directory
147	npx claude-flow@alpha verify check
148	```
149
150	Task Verification:
151	```bash
152	# Verify specific task output
153	npx claude-flow@alpha verify check --task task-123
154
155	# Verify with custom threshold
156	npx claude-flow@alpha verify check --task task-456 --threshold 0.99
157
158	# Verbose output for debugging
159	npx claude-flow@alpha verify check --task task-789 --verbose
160	```
161
162	Batch Verification:
163	```bash
164	# Verify multiple files in parallel
165	npx claude-flow@alpha verify batch --files "*.js" --parallel
166
167	# Verify with pattern matching
168	npx claude-flow@alpha verify batch --pattern "src/*/.ts"
169
170	# Integration test suite
171	npx claude-flow@alpha verify integration --test-suite full
172	```
173
174	#### Verificatio

People who liked this also viewed

6 picks

Type

verification-quality

301stars24forks

View on GitHub

How to install verification-quality?

spencermarx/open-code-review/verification-quality

$npx -y skills add spencermarx/open-code-review --skill verification-quality

Installs into the current project.

Summary

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Files · 1

View on GitHub

SKILL.md

1	# Verification & Quality Assurance Skill
2
3	## What This Skill Does
4
5	This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through:
6
7	- Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks
8	- Verification Checks: Automated code correctness, security, and best practices validation
9	- Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95)
10	- Quality Metrics: Statistical analysis with trends, confidence intervals, and improvement tracking
11	- CI/CD Integration: Export capabilities for continuous integration pipelines
12	- Real-time Monitoring: Live dashboards and watch modes for ongoing verification
13
14	## Prerequisites
15
16	- Claude Flow installed (`npx claude-flow@alpha`)
17	- Git repository (for rollback features)
18	- Node.js 18+ (for dashboard features)
19
20	## Quick Start
21
22	```bash
23	# View current truth scores
24	npx claude-flow@alpha truth
25
26	# Run verification check
27	npx claude-flow@alpha verify check
28
29	# Verify specific file with custom threshold
30	npx claude-flow@alpha verify check --file src/app.js --threshold 0.98
31
32	# Rollback last failed verification
33	npx claude-flow@alpha verify rollback --last-good
34	```
35
36	---
37
38	## Complete Guide
39
40	### Truth Scoring System
41
42	#### View Truth Metrics
43
44	Display comprehensive quality and reliability metrics for your codebase and agent tasks.
45
46	Basic Usage:
47	```bash
48	# View current truth scores (default: table format)
49	npx claude-flow@alpha truth
50
51	# View scores for specific time period
52	npx claude-flow@alpha truth --period 7d
53
54	# View scores for specific agent
55	npx claude-flow@alpha truth --agent coder --period 24h
56
57	# Find files/tasks below threshold
58	npx claude-flow@alpha truth --threshold 0.8
59	```
60
61	Output Formats:
62	```bash
63	# Table format (default)
64	npx claude-flow@alpha truth --format table
65
66	# JSON for programmatic access
67	npx claude-flow@alpha truth --format json
68
69	# CSV for spreadsheet analysis
70	npx claude-flow@alpha truth --format csv
71
72	# HTML report with visualizations
73	npx claude-flow@alpha truth --format html --export report.html
74	```
75
76	Real-time Monitoring:
77	```bash
78	# Watch mode with live updates
79	npx claude-flow@alpha truth --watch
80
81	# Export metrics automatically
82	npx claude-flow@alpha truth --export .claude-flow/metrics/truth-$(date +%Y%m%d).json
83	```
84
85	#### Truth Score Dashboard
86
87	Example dashboard output:
88	```
89	📊 Truth Metrics Dashboard
90	━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
91
92	Overall Truth Score: 0.947 ✅
93	Trend: ↗️ +2.3% (7d)
94
95	Top Performers:
96	verification-agent 0.982 ⭐
97	code-analyzer 0.971 ⭐
98	test-generator 0.958 ✅
99
100	Needs Attention:
101	refactor-agent 0.821 ⚠️
102	docs-generator 0.794 ⚠️
103
104	Recent Tasks:
105	task-456 0.991 ✅ "Implement auth"
106	task-455 0.967 ✅ "Add tests"
107	task-454 0.743 ❌ "Refactor API"
108	```
109
110	#### Metrics Explained
111
112	Truth Scores (0.0-1.0):
113	- `1.0-0.95`: Excellent ⭐ (production-ready)
114	- `0.94-0.85`: Good ✅ (acceptable quality)
115	- `0.84-0.75`: Warning ⚠️ (needs attention)
116	- `<0.75`: Critical ❌ (requires immediate action)
117
118	Trend Indicators:
119	- ↗️ Improving (positive trend)
120	- → Stable (consistent performance)
121	- ↘️ Declining (quality regression detected)
122
123	Statistics:
124	- Mean Score: Average truth score across all measurements
125	- Median Score: Middle value (less affected by outliers)
126	- Standard Deviation: Consistency of scores (lower = more consistent)
127	- Confidence Interval: Statistical reliability of measurements
128
129	### Verification Checks
130
131	#### Run Verification
132
133	Execute comprehensive verification checks on code, tasks, or agent outputs.
134
135	File Verification:
136	```bash
137	# Verify single file
138	npx claude-flow@alpha verify check --file src/app.js
139
140	# Verify directory recursively
141	npx claude-flow@alpha verify check --directory src/
142
143	# Verify with auto-fix enabled
144	npx claude-flow@alpha verify check --file src/utils.js --auto-fix
145
146	# Verify current working directory
147	npx claude-flow@alpha verify check
148	```
149
150	Task Verification:
151	```bash
152	# Verify specific task output
153	npx claude-flow@alpha verify check --task task-123
154
155	# Verify with custom threshold
156	npx claude-flow@alpha verify check --task task-456 --threshold 0.99
157
158	# Verbose output for debugging
159	npx claude-flow@alpha verify check --task task-789 --verbose
160	```
161
162	Batch Verification:
163	```bash
164	# Verify multiple files in parallel
165	npx claude-flow@alpha verify batch --files "*.js" --parallel
166
167	# Verify with pattern matching
168	npx claude-flow@alpha verify batch --pattern "src/*/.ts"
169
170	# Integration test suite
171	npx claude-flow@alpha verify integration --test-suite full
172	```
173
174	#### Verificatio

People who liked this also viewed

6 picks

Type