mark393295827/SDA Controller
skills/sda-controller/SKILL.md
Simulate-Deploy-Augment loop replacing traditional PDCA
$ install --global
skillsauthnpx skillsauth add mark393295827/house-maint-ai SDA ControllerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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mcp-scan (Snyk)Model Context Protocol security validation
95%
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Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Apr 7, 2026, 3:13 AM88.7s1 file scanned
SKILL.md
- name:
- SDA Controller
- description:
- Simulate-Deploy-Augment loop replacing traditional PDCA
SDA Controller Skill
Replaces traditional PDCA (Plan-Do-Check-Act) with a faster, AI-native iteration loop.
SDA vs PDCA
| PDCA | SDA | Improvement | |------|-----|-------------| | Plan | Simulate | Test before building | | Do | Deploy | Canary first | | Check | Augment | Real-time learning | | Act | (Continuous) | No manual cycle |
SDA Loop
┌─────────────────────────────────────────────┐
│ │
│ SIMULATE ──► DEPLOY ──► AUGMENT │
│ ▲ │ │
│ └───────────────────────┘ │
│ │
└─────────────────────────────────────────────┘
Phase Definitions
1. SIMULATE
Run solution in high-fidelity sandbox before any real deployment.
simulate:
environment: sandbox
actions:
- Run test suite: `npm run test`
- Build check: `npm run build`
- Load test: `npm run load-test:smoke`
success_criteria:
tests_pass: true
build_success: true
performance_threshold: "p95 < 200ms"
2. DEPLOY
Small-scale canary release with rollback capability.
deploy:
strategy: canary
initial_traffic: 5%
ramp_schedule:
- 5%: 10min
- 25%: 30min
- 50%: 1hr
- 100%: 2hr
rollback_trigger:
error_rate: "> 1%"
latency_p99: "> 500ms"
3. AUGMENT
Agents learn from telemetry, adjusting in real-time.
augment:
telemetry_sources:
- Error logs
- Performance metrics
- User feedback signals
feedback_actions:
- Auto-fix common patterns
- Generate hotfix PRs
- Update configuration
learning_loop:
- Store successful patterns
- Avoid failed approaches
Workflow Commands
/iterate simulate # Run simulation only
/iterate deploy # Deploy with canary
/iterate full # Complete SDA cycle
/iterate rollback # Emergency rollback
Integration Points
| Component | Purpose |
|-----------|---------|
| eval-harness | Powers SIMULATE phase |
| verification-loop | Continuous checks |
| GitHub Actions | DEPLOY automation |
| Sentry | AUGMENT telemetry |
Success Metrics
| Metric | Target | |--------|--------| | Simulation pass rate | 100% | | Canary success rate | > 99% | | Mean time to augment | < 5min | | Rollback frequency | < 1% |
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