feat(data-platform): add /data-gate command

Binary pass/fail gate command for projman orchestrator integration.

- Invoked when Domain/Data label present on issue
- Checks FAIL-level violations only (speed optimization)
- Returns compact PASS/FAIL output for automation
- Graceful degradation when database/dbt unavailable

Completes the Domain Advisory Pattern for data domain.

Closes #375

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-02-02 01:28:19 -05:00
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---
description: Data integrity compliance gate (pass/fail) for sprint execution
arguments:
- name: path
description: File or directory to validate
required: true
---
# /data-gate
Binary pass/fail validation for data integrity compliance. Used by projman orchestrator during sprint execution to gate issue completion.
## Usage
```
/data-gate <path>
```
**Examples:**
```
/data-gate ./dbt/models/staging/
/data-gate ./portfolio_app/toronto/parsers/
/data-gate ./dbt/
```
## What It Does
1. **Activates** the `data-advisor` agent in gate mode
2. **Loads** the `skills/data-integrity-audit.md` skill
3. **Determines scope** from target path:
- dbt project directory: full dbt validation (parse, compile, test, lineage)
- Python files with database operations: schema validation
- SQL files: dbt model validation
- Mixed: all applicable checks
4. **Checks only FAIL-level violations:**
- dbt parse failures (project broken)
- dbt compilation errors (SQL invalid)
- Missing tables/columns referenced in code
- Data type mismatches that cause runtime errors
- Broken lineage (orphaned model references)
- PostGIS SRID mismatches
5. **Returns binary result:**
- `PASS` - No blocking violations found
- `FAIL` - One or more blocking violations
## Output
### On PASS
```
DATA GATE: PASS
No blocking data integrity violations found.
```
### On FAIL
```
DATA GATE: FAIL
Blocking Issues (2):
1. dbt/models/staging/stg_census.sql - Compilation error: column 'census_yr' not found
Fix: Column was renamed to 'census_year' in source table. Update model.
2. portfolio_app/toronto/loaders/census.py:67 - References table 'census_raw' which does not exist
Fix: Table was renamed to 'census_demographics' in migration 003.
Run /data-review for full audit report.
```
## Integration with projman
This command is automatically invoked by the projman orchestrator when:
1. An issue has the `Domain/Data` label
2. The orchestrator is about to mark the issue as complete
3. The orchestrator passes the path of changed files
**Gate behavior:**
- PASS: Issue can be marked complete
- FAIL: Issue stays open, blocker comment added with failure details
## Differences from /data-review
| Aspect | /data-gate | /data-review |
|--------|------------|--------------|
| Output | Binary PASS/FAIL | Detailed report with all severities |
| Severity | FAIL only | FAIL + WARN + INFO |
| Purpose | Automation gate | Human review |
| Verbosity | Minimal | Comprehensive |
| Speed | Skips INFO checks | Full scan |
## When to Use
- **Sprint execution**: Automatic quality gates via projman
- **CI/CD pipelines**: Automated data integrity checks
- **Quick validation**: Fast pass/fail without full report
- **Pre-merge checks**: Verify data changes before integration
For detailed findings including warnings and suggestions, use `/data-review` instead.
## Requirements
- data-platform MCP server must be running
- For dbt checks: dbt project must be configured (auto-detected via `dbt_project.yml`)
- For PostgreSQL checks: connection configured in `~/.config/claude/postgres.env`
- If database or dbt unavailable: applicable checks skipped with warning (non-blocking degradation)