# mustafaahmed007/repoforge-omega architecture

> Architecture diagram of the GitHub repository mustafaahmed007/repoforge-omega, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-10-01). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/mustafaahmed007/repoforge-omega
- Repository: https://github.com/mustafaahmed007/repoforge-omega

## Overview

RepoForge-Omega is a repository inspection and repair agent. An engineer supplies a checked-out repository; RepoForge fingerprints it, runs project-appropriate verification and diagnostics, gathers evidence, plans bounded repairs, and may apply transactional patches. It then re-verifies, applies security and readiness gates, and reports results. The README documents this end-to-end loop; source excerpts confirm key orchestration, verification, inspection, and repair calls. Several integrations and implementation details are unsampled, so their internal wiring is not inferred.

Main entry points: [`repoforge/orchestrator.py`](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/orchestrator.py) (Workflow orchestrator), [`repoforge/repair_loop.py`](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/repair_loop.py) (Repair loop), [`repoforge/pipeline.py`](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/pipeline.py) (Inspection pipeline), [`repoforge/autopilot.py`](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/autopilot.py) (Autopilot)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_control["Control and workflow"]
  node_cli["Command interface<br/>[cli.py]"]
  node_orchestrator["Workflow orchestrator<br/>[orchestrator.py]"]
end

subgraph group_assessment["Repository assessment"]
  node_fingerprint["Project fingerprint<br/>[fingerprint.py]"]
  node_runtime["Runtime discovery<br/>[runtime.py]"]
  node_verification["Deterministic verification<br/>[engine.py]"]
  node_check_adapters["Check discovery<br/>[adapters.py]"]
  node_diagnostics["Health diagnostics<br/>[diagnostics.py]"]
  node_pipeline["Inspection pipeline<br/>[pipeline.py]"]
end

subgraph group_repair["Evidence and repair"]
  node_evidence["Evidence bundle<br/>[evidence.py]"]
  node_root_cause["Root-cause analysis<br/>[rca.py]"]
  node_repair_planner["Repair planning<br/>[repair.py]"]
  node_autopilot["Autopilot<br/>[autopilot.py]"]
  node_repair_loop["Repair loop<br/>[repair_loop.py]"]
  node_patcher["Safe patching<br/>[patching.py]"]
  node_transaction["Repair transaction<br/>[transaction.py]"]
  node_reviewer["Patch review<br/>[reviewer.py]"]
  node_provider["Model providers<br/>[providers.py]"]
end

subgraph group_release["Release and reporting"]
  node_security["Security gate<br/>[security.py]"]
  node_readiness["Deployment readiness<br/>[readiness.py]"]
  node_report["Engineering report<br/>[report.py]"]
  node_memory[("Run memory<br/>[memory.py]")]
end

node_engineer(("Engineer"))
node_repository["Target repository"]

node_engineer -->|"invokes"| node_cli
node_cli -->|"starts workflow"| node_orchestrator
node_orchestrator -->|"inspects"| node_repository
node_orchestrator -->|"runs baseline"| node_verification
node_verification -->|"detects project"| node_fingerprint
node_verification -->|"discovers checks"| node_check_adapters
node_fingerprint -->|"discovers runtime"| node_runtime
node_orchestrator -->|"inspects findings"| node_pipeline
node_pipeline -->|"runs diagnostics"| node_diagnostics
node_diagnostics -->|"detects project"| node_fingerprint
node_pipeline -->|"proposes repairs"| node_repair_planner
node_pipeline -->|"writes reports"| node_report
node_pipeline -->|"records event"| node_memory
node_orchestrator -->|"runs repair"| node_autopilot
node_autopilot -->|"iterates repairs"| node_repair_loop
node_repair_loop -->|"re-verifies"| node_verification
node_repair_loop -->|"analyzes failure"| node_root_cause
node_root_cause -->|"adds findings"| node_evidence
node_autopilot -->|"refreshes findings"| node_diagnostics
node_autopilot -->|"creates patches"| node_repair_planner
node_repair_loop -->|"applies patches"| node_patcher
node_repair_loop -->|"controls rollback"| node_transaction
node_repair_loop -->|"requests review"| node_reviewer
node_autopilot -.->|"may request patches"| node_provider
node_orchestrator -->|"scans secrets"| node_security
node_orchestrator -->|"assesses release"| node_readiness
node_orchestrator -->|"produces outcome"| node_report
node_verification -->|"feeds results"| node_report

click node_cli "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/cli.py"
click node_orchestrator "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/orchestrator.py"
click node_fingerprint "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/fingerprint.py"
click node_runtime "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/runtime.py"
click node_verification "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/engine.py"
click node_check_adapters "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/adapters.py"
click node_diagnostics "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/diagnostics.py"
click node_pipeline "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/pipeline.py"
click node_evidence "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/evidence.py"
click node_root_cause "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/rca.py"
click node_repair_planner "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/repair.py"
click node_autopilot "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/autopilot.py"
click node_repair_loop "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/repair_loop.py"
click node_patcher "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/patching.py"
click node_transaction "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/transaction.py"
click node_reviewer "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/reviewer.py"
click node_security "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/security.py"
click node_readiness "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/readiness.py"
click node_report "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/report.py"
click node_memory "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/memory.py"
click node_provider "https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/providers.py"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_cli,node_orchestrator toneBlue
class node_fingerprint,node_runtime,node_verification,node_check_adapters,node_diagnostics,node_pipeline toneAmber
class node_evidence,node_root_cause,node_repair_planner,node_autopilot,node_repair_loop,node_patcher,node_transaction,node_reviewer,node_provider toneMint
class node_security,node_readiness,node_report,node_memory toneRose
class node_engineer,node_repository toneIndigo
```

## Components

### Control and workflow

- [Command interface](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/cli.py): `repoforge/cli.py`
- [Workflow orchestrator](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/orchestrator.py): `repoforge/orchestrator.py`

### Repository assessment

- [Project fingerprint](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/fingerprint.py): `repoforge/fingerprint.py`
- [Runtime discovery](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/runtime.py): `repoforge/runtime.py`
- [Deterministic verification](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/engine.py): `repoforge/engine.py`
- [Check discovery](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/adapters.py): `repoforge/adapters.py`
- [Health diagnostics](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/diagnostics.py): `repoforge/diagnostics.py`
- [Inspection pipeline](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/pipeline.py): `repoforge/pipeline.py`

### Evidence and repair

- [Evidence bundle](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/evidence.py): `repoforge/evidence.py`
- [Root-cause analysis](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/rca.py): `repoforge/rca.py`
- [Repair planning](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/repair.py): `repoforge/repair.py`
- [Autopilot](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/autopilot.py): `repoforge/autopilot.py`
- [Repair loop](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/repair_loop.py): `repoforge/repair_loop.py`
- [Safe patching](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/patching.py): `repoforge/patching.py`
- [Repair transaction](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/transaction.py): `repoforge/transaction.py`
- [Patch review](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/reviewer.py): `repoforge/reviewer.py`
- [Model providers](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/providers.py): `repoforge/providers.py`

### Release and reporting

- [Security gate](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/security.py): `repoforge/security.py`
- [Deployment readiness](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/readiness.py): `repoforge/readiness.py`
- [Engineering report](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/report.py): `repoforge/report.py`
- [Run memory](https://github.com/mustafaahmed007/repoforge-omega/blob/main/repoforge/memory.py): `repoforge/memory.py`

### Other components

- **Engineer**
- **Target repository**

## Connections

- Engineer → Command interface: invokes (evidence: `repoforge/cli.py`)
- Command interface → Workflow orchestrator: starts workflow (evidence: `repoforge/cli.py`)
- Workflow orchestrator → Target repository: inspects (evidence: `README.md`)
- Workflow orchestrator → Deterministic verification: runs baseline (evidence: `repoforge/orchestrator.py`)
- Deterministic verification → Project fingerprint: detects project (evidence: `repoforge/engine.py`)
- Deterministic verification → Check discovery: discovers checks (evidence: `repoforge/engine.py`)
- Project fingerprint → Runtime discovery: discovers runtime (evidence: `repoforge/fingerprint.py`)
- Workflow orchestrator → Inspection pipeline: inspects findings (evidence: `repoforge/orchestrator.py`)
- Inspection pipeline → Health diagnostics: runs diagnostics (evidence: `repoforge/pipeline.py`)
- Health diagnostics → Project fingerprint: detects project (evidence: `repoforge/diagnostics.py`)
- Inspection pipeline → Repair planning: proposes repairs (evidence: `repoforge/pipeline.py`)
- Inspection pipeline → Engineering report: writes reports (evidence: `repoforge/pipeline.py`)
- Inspection pipeline → Run memory: records event (evidence: `repoforge/pipeline.py`)
- Workflow orchestrator → Autopilot: runs repair (evidence: `repoforge/orchestrator.py`)
- Autopilot → Repair loop: iterates repairs (evidence: `repoforge/autopilot.py`)
- Repair loop → Deterministic verification: re-verifies (evidence: `repoforge/repair_loop.py`)
- Repair loop → Root-cause analysis: analyzes failure (evidence: `repoforge/repair_loop.py`)
- Root-cause analysis → Evidence bundle: adds findings (evidence: `repoforge/rca.py`)
- Autopilot → Health diagnostics: refreshes findings (evidence: `repoforge/autopilot.py`)
- Autopilot → Repair planning: creates patches (evidence: `repoforge/autopilot.py`)
- Repair loop → Safe patching: applies patches (evidence: `repoforge/repair_loop.py`)
- Repair loop → Repair transaction: controls rollback (evidence: `repoforge/repair_loop.py`)
- Repair loop → Patch review: requests review (evidence: `repoforge/repair_loop.py`)
- Autopilot → Model providers: may request patches (evidence: `repoforge/autopilot.py`)
- Workflow orchestrator → Security gate: scans secrets (evidence: `repoforge/orchestrator.py`)
- Workflow orchestrator → Deployment readiness: assesses release (evidence: `repoforge/orchestrator.py`)
- Workflow orchestrator → Engineering report: produces outcome (evidence: `README.md`)
- Deterministic verification → Engineering report: feeds results (evidence: `README.md`)