Auto-generated 2026-06-20 21:58 UTC
flowchart TD
A[GitHub Integration\nconfig + retry + auth] --> B[Scaffold & Push\nrepo files via API]
A --> C[Pipeline Health Monitor\nCI + protection audit]
A --> D[CODEOWNERS Setup\n12 path rules]
A --> E[GitHub Automation Files\ndependabot + labeler]
A --> F[Multi-Repo Fleet Config\nfleet registry]
A --> G[Secrets & Token Audit\nPAT scope check]
A --> H[Webhook Receiver Setup\nrelay workflow]
A --> I[AI PR Reviewer\nrisk score + comment]
B --> J[Code Quality & Security\nstatic analysis]
J --> K[Benchmark Harness\nstage timing]
J --> L[Security Scan\nbandit + CVE check]
K --> M[CI / Testing Automation\n9 tests via API]
M --> N[Coverage Enforcement\n80 pct threshold]
M --> O[Release Automation\nconventional commits to semver]
M --> P[DORA Metrics\nDF LT CFR MTTR]
M --> Q[Sprint and Velocity Analytics\nPR throughput cycle time]
M --> R[Cost and Carbon Estimator\ndollar per min g CO2]
C --> S[Pipeline State Persistence\nhistory JSON to repo]
M --> S
O --> T[Pipeline Dashboard\n3 charts]
O --> U[Changelog Quality\nCC coverage + enriched log]
O --> V[Deployment Readiness Score\ncomposite A to F grade]
S --> W[Pipeline History Charts\n3 time-series]
S --> X[Anomaly Detection\n2sigma regression flags]
S --> Y[Flaky Test Detector\nalternation score]
S --> Z[Predictive Failure\nRandomForest ROC-AUC]
D --> DA[CODEOWNERS Audit\ncompliance report]
D --> DB[PR Template Setup\n29-item checklist]
DB --> DC[PR Template Audit\nbranch protection verify]
C --> DD[Deployment Readiness Score]
M --> DD
L --> DE[AI Auto-Fix\nPR with patch on findings]
F --> DF[Fleet Health Check\nper-slice CI check]
DF --> DG[Fleet Health Aggregator\nhealth pct bar chart]
P --> DH[README and Architecture\nMermaid + badges push]
O --> DH
Z --> DH
S --> DI[Notifications\nDiscord email alerts]
O --> DI
style A fill:#6c63ff,color:#fff
style M fill:#00d9c0,color:#1D1D20
style S fill:#ff9f43,color:#1D1D20
style O fill:#a29bfe,color:#1D1D20
style Z fill:#ff6b9d,color:#fff
style DE fill:#ff6b9d,color:#fff
style P fill:#8DE5A1,color:#1D1D20
| Stage | Block | Key Outputs |
|---|---|---|
| Auth & Config | GitHub Integration | GITHUB_TOKEN, retry helpers, push_file |
| Repo Setup | Scaffold & Push | Repo files, CI workflow, branch protection |
| Quality | Code Quality & Security | quality_report DataFrame |
| Security | Security Scan + AI Auto-Fix | security_scan_report, PRs auto-opened |
| Benchmark | Benchmark Harness | benchmark_df stage timings |
| CI | CI / Testing Automation | test_results, 9/9 pass |
| Release | Release Automation | new_version, changelog_md |
| DORA | DORA Metrics | DF LT CFR MTTR with band ratings |
| Velocity | Sprint & Velocity Analytics | sprint_df, weekly throughput |
| Cost | Cost & Carbon Estimator | cost_report dollar and CO2 |
| ML | Predictive Failure | RandomForest failure probability |
| Quality | Flaky Test Detector | flaky_report, auto-issues |
| Portfolio | MyHub Dashboard | 6-tab Dash app |
| Metric | Value |
|---|---|
| Health | 100% |
| Version | v1.2.0 |
| Deploy Frequency | 0.23/wk 🔴 Low |
| Lead Time | 0.0h ⚡ Elite |
| Change Failure Rate | 12.0% 🟡 Medium |
| MTTR | 0.0h ⚡ Elite |
| Predicted Failure Risk | 0.0% ✅ VERY LOW RISK |
Updated: 2026-06-20 21:58 UTC