lmiranda
2d51df7a42
Phase 1b: Rename all ~94 commands across 12 plugins to /<noun> <action> sub-command pattern. Git-flow consolidated from 8→5 commands (commit variants absorbed into --push/--merge/--sync flags). Dispatch files, name: frontmatter, and cross-reference updates for all plugins. Phase 2: Design documents for 8 new plugins in docs/designs/. Phase 3: Scaffold 8 new plugins — saas-api-platform, saas-db-migrate, saas-react-platform, saas-test-pilot, data-seed, ops-release-manager, ops-deploy-pipeline, debug-mcp. Each with plugin.json, commands, agents, skills, README, and claude-md-integration. Marketplace grows from 12→20. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
99 lines
3.3 KiB
Markdown
99 lines
3.3 KiB
Markdown
---
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name: seed validate
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---
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# /seed validate - Validate Seed Data
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## Skills to Load
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- skills/schema-inference.md
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- skills/relationship-resolution.md
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- skills/visual-header.md
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## Visual Output
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Display header: `DATA-SEED - Validate`
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## Usage
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```
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/seed validate [--profile <name>] [--strict]
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```
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## Workflow
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### 1. Load Schema and Seed Data
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- Parse schema from configured source using `skills/schema-inference.md`
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- Load generated seed data from output directory
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- If no seed data found, report error and suggest running `/seed generate`
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### 2. Type Constraint Validation
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- For each column in each table, verify generated values match declared type:
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- Integer columns contain only integers within range (INT, BIGINT, SMALLINT)
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- String columns respect max length constraints (VARCHAR(N))
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- Date/datetime columns contain parseable date values
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- Boolean columns contain only true/false/null
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- Decimal columns respect precision and scale
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- UUID columns contain valid UUID format
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- Enum columns contain only declared valid values
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### 3. Referential Integrity Validation
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- Use `skills/relationship-resolution.md` to build FK dependency graph
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- For every foreign key value in child tables, verify parent row exists
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- For self-referential keys, verify referenced row exists in same table
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- For many-to-many through tables, verify both sides exist
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- Report orphaned references as FAIL
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### 4. Constraint Compliance
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- NOT NULL: verify no null values in required columns
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- UNIQUE: verify no duplicate values in unique columns or unique-together groups
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- CHECK constraints: evaluate check expressions against generated data
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- Default values: verify defaults are applied where column value is omitted
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### 5. Statistical Validation (--strict mode)
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- Verify null ratio matches profile configuration within tolerance
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- Verify edge case ratio matches profile configuration
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- Verify row counts match profile specification
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- Verify distribution of enum/category values is not unrealistically uniform
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- Verify date ranges are within reasonable bounds (not year 9999)
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### 6. Report
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- Display validation results grouped by severity:
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- **FAIL**: Type mismatch, FK violation, NOT NULL violation, UNIQUE violation
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- **WARN**: Unrealistic distributions, unexpected null ratios, date range issues
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- **INFO**: Statistics summary, coverage metrics
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```
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+----------------------------------------------------------------------+
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| DATA-SEED - Validate |
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| Profile: medium |
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+----------------------------------------------------------------------+
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Tables Validated: 8
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Rows Checked: 1,450
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Constraints Verified: 42
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FAIL (0)
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No blocking violations found.
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WARN (2)
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1. [orders.created_at] Date range spans 200 years
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Suggestion: Constrain date generator to recent years
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2. [users.email] 3 duplicate values detected
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Suggestion: Increase faker uniqueness retry count
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INFO (1)
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1. [order_items] Null ratio 0.12 (profile target: 0.10)
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Within acceptable tolerance.
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VERDICT: PASS (0 blocking issues)
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```
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## Examples
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```
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/seed validate # Standard validation
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/seed validate --profile large # Validate large profile data
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/seed validate --strict # Include statistical checks
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```
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