wshobson-test-automator
Generates comprehensive unit and integration tests with edge case coverage using pytest and Jest patterns, and debugs test failures and code errors.
96
/ 100 · Grade A
A = 90–100
“I need to automatically generate comprehensive test suites for my code and debug any test failures or unexpected behavior that occurs during development.”
wshobson-test-automator earned Certified status with a trust score of 96/100 (Grade A). No adversarial findings — all attack patterns were handled gracefully. Security scan flagged 0 findings.
Trust Score Breakdown
Eight weighted signals composing the aggregate trust score
Scheme v2.0 · Weights provisional · Consumer confirmations and uptime use pipeline-derived baselines.
Findings
Security scan results, adversarial testing, and pipeline review
Security Scan — Cisco Skill Scanner
Adversarial Testing — 4 categories, 0 findings
No adversarial findings — all attack patterns handled gracefully.
Methodology v1.0 · 4 categories · ~55 attack patterns
Behavioral Fingerprint
Runtime performance baseline for drift detection
Samples
8
Error rate
0.0%
Peak memory
— MB
Avg CPU
—%
Response time distribution
Output size distribution
Fingerprint v1.0 · Baseline: Mar 28, 2026 · Status: baseline
Interface
Skill triggers and instruction summary
Activation
This skill activates when encountering errors, test failures, or unexpected behavior that requires debugging.
This skill handles root cause analysis and fixing of software issues through systematic debugging processes.
Does
Capture error messages and stack traces
Identify reproduction steps for issues
Isolate failure locations in code
Implement minimal fixes for identified problems
Verify solutions work through testing
Analyze error messages and logs systematically
Check recent code changes for potential causes
Form and test hypotheses about root causes
Add strategic debug logging when needed
Inspect variable states during debugging
Provide root cause explanations with evidence
Recommend prevention strategies
Does not
Fix symptoms without addressing underlying issues
Skip verification of implemented solutions
Scope & Permissions
What this capability can and cannot access — derived from pipeline analysis
yes
no
yes
no
yes
no
Known Failure Modes
Documented edge cases and recovery behaviors
when when error messages are unclear or missing
then the agent focuses on reproduction steps and hypothesis testing
when when fixes don't resolve the issue
then the agent re-analyzes and forms new hypotheses
Badge & Integration
Embed certification status in your README, docs, or CI pipeline
Certification Notes
Provenance observations from the pipeline
Publisher "wshobson" is not verified — first certification from this publisher
No SECURITY.md or SECURITY.txt file found — no published vulnerability reporting process
Single contributor — no peer review evidence in commit history
Repository is 2 days old — recently created
Package description appears to be boilerplate or template text
Signed Artifact
Certification provenance and verification metadata
Pipeline Artifacts
Raw data files from this certification run — downloadable for independent verification
contract.json
Full unsigned contract
stage1-ingest.json
Ingest stage output
stage2a-sbom.json
SBOM generation results
stage2a-vulns.json
Vulnerability scan results
stage2b-security.json
Security scan results
stage3a-functional.json
Functional test results
stage3b-adversarial.json
Adversarial test results
stage3c-fingerprint.json
Behavioral fingerprint
stage4-certify.json
Certification decision + trust score
stage3a-measurements.json
Raw functional test measurements
stage3b-measurements.json
Raw adversarial test measurements
run-log.json
Pipeline execution log
Not all files may be present for every certification.