analyzing-test-effectiveness
Use to audit test quality with SRE scrutiny - identifies weak tests, missing cases, and creates task docs for improvements
What this skill does
<skill_overview> High coverage is not the goal. Tests must catch real failures and justify their maintenance cost. </skill_overview> <rigidity_level> MEDIUM FREEDOM - Follow the audit flow strictly, but adapt the exact categories and examples to the codebase. </rigidity_level> <quick_reference> 1. Inventory the tests 2. Classify them as strong, weak, or misleading 3. Identify missing edge cases 4. Create or update a task directory for test-quality improvements </quick_reference> <when_to_use> - Coverage looks good but bugs still escape - A test suite feels noisy or low-signal - You want a quality-improvement backlog for tests </when_to_use> <the_process> ## 1. Audit the suite Look for: - tautological tests - mock-heavy tests that prove little - weak assertions - missing edge cases ## 2. Explain each finding For every weak area, say what real bug it would or would not catch. ## 3. Turn findings into tracked work Create or update a task directory that captures: - which tests to remove - which tests to strengthen - which missing scenarios to add ## 4. Refine before execution Use `sre-task-refinement` to harden the improvement plan before implementation. </the_process>
Related in Security
mac-ops
IncludedComprehensive macOS workstation operations — diagnose kernel panics, identify failing drives, audit launchd startup items, decode wake reasons, triage TCC permission denials, manage APFS snapshots, recover from no-boot. Use for: Mac is slow, slow bootup, won't boot, kernel panic, kernel_task hot, mds_stores CPU, photoanalysisd, cloudd, login loop, gray screen, sleep wake failure, drive failing, IO errors, APFS snapshots eating space, Time Machine local snapshots, Spotlight indexing, launchd, LaunchAgent, LaunchDaemon, login items, TCC permissions, Full Disk Access, Screen Recording denied, Gatekeeper, quarantine, com.apple.quarantine, app is damaged, helper tool, /Library/PrivilegedHelperTools, pmset, wake reasons, dark wake, sysdiagnose, panic.ips, DiagnosticReports, configuration profile, MDM profile, remote diagnostics over SSH.
a11y-audit
IncludedRun accessibility audits on web projects combining automated scanning (axe-core, Lighthouse) with WCAG 2.1 AA compliance mapping, manual check guidance, and structured reporting. Output is configurable: markdown report only, markdown plus machine-readable JSON, or markdown plus issue tracker integration. Use this skill whenever the user mentions "accessibility audit", "a11y audit", "WCAG audit", "accessibility check", "compliance scan", or asks to check a web project for accessibility issues. Also trigger when the user wants to verify WCAG conformance or map findings to a specific standard (CAN-ASC-6.2, EN 301 549, ADA/AODA).
erpclaw
IncludedAI-native ERP system with self-extending OS. Full accounting, invoicing, inventory, purchasing, tax, billing, HR, payroll, advanced accounting (ASC 606/842, intercompany, consolidation), and financial reporting. 413 actions across 14 domains, 43 expansion modules. Constitutional guardrails, adversarial audit, schema migration. Double-entry GL, immutable audit trail, US GAAP.
assess
IncludedAssesses and rates quality 0-10 across multiple dimensions (correctness, maintainability, security, performance, testability, simplicity) with pros/cons analysis. Compares against project conventions and prior decisions from memory. Produces structured evaluation reports with actionable improvement suggestions. Use when evaluating code, designs, architectures, or comparing alternative approaches.
spring-boot-security-jwt
IncludedProvides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based access control using Spring Security 6.x. Use when implementing authentication or authorization in Spring Boot applications.
code-hardcode-audit
IncludedDetect hardcoded values, magic numbers, and leaked secrets. TRIGGERS - hardcode audit, magic numbers, PLR2004, secret scanning.