data-integrity-reviewer
Review data integrity for Rails changes. Use when the user asks for migration safety review, constraint validation, transaction boundary audit, or PII/privacy compliance review.
What this skill does
# Data Integrity Reviewer
**Audience:** Reviewers auditing Rails changes for data correctness risks.
**Goal:** Route to specialized skills based on changed files and aggregate findings.
## Routing Table
| Concern | Apply | Triggers |
|---------|-------|----------|
| Migrations | `rails-refactorer` (Migration Safety section) | `db/migrate/*`, schema changes, column ops |
| Constraints | `constraints-reviewer` | Validations, FKs, unique indexes, orphan risks |
| Transactions | `business-logic-coder` (Transaction Boundaries section) | Multi-step ops, locks, isolation levels |
| Privacy | `privacy-reviewer` | PII fields, encryption, GDPR/CCPA |
## Workflow
```
CHANGED_FILES = git diff --name-only
SKILLS = []
If CHANGED_FILES matches db/migrate/*:
SKILLS.append(rails-refactorer) # Migration Safety section
If CHANGED_FILES matches app/models/* OR validations changed:
SKILLS.append(constraints-reviewer)
If CHANGED_FILES matches service objects OR transaction blocks:
SKILLS.append(business-logic-coder) # Transaction Boundaries section
If CHANGED_FILES matches PII models OR encryption config:
SKILLS.append(privacy-reviewer)
For each S in SKILLS:
Read skills/<S>/SKILL.md and apply criteria to CHANGED_FILES → FINDINGS[S]
AGGREGATE FINDINGS into unified report
```
## Full Audit Mode
When user requests comprehensive data integrity audit, apply all 4 skills regardless of file diff.
## Input Schema
```yaml
scope:
changed_files: [string] # optional; default = git diff --name-only
mode: routed | full-audit # default routed
```
## Output Schema
```yaml
overall_status: PASS | WARN | FAIL
areas:
migrations: { status: PASS | WARN | FAIL, critical_count: int }
constraints: { status: PASS | WARN | FAIL, critical_count: int }
transactions: { status: PASS | WARN | FAIL, critical_count: int }
privacy: { status: PASS | WARN | FAIL, critical_count: int }
critical_risks:
- area: migrations | constraints | transactions | privacy
file: string
line: int
description: string
recommendations:
- severity: P1 | P2 | P3
action: string
```
## Error Handling
| Condition | Action |
|-----------|--------|
| No matching skills triggered | Return `overall_status: PASS`, empty findings, note "no data-integrity changes detected" |
| Skill file missing | Skip that area, mark status `WARN`, note in output |
| Git diff empty | Return `overall_status: PASS`, "no changes to review" |
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.