# Parallel Infrastructure

> Shared parallel execution infrastructure: DAG scheduling, review dispatch, consensus synthesis, scope checking

- Skill: `jankneumann/parallel-infrastructure` (Agent Skill, multi-file: 39 files)
- Install (CLI): `npx skillmds@latest add jankneumann/parallel-infrastructure`
- Raw SKILL.md: https://api.skillmd.com/api/skills/jankneumann/parallel-infrastructure/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: jankneumann (https://skillmd.com/u/jankneumann)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/jankneumann/parallel-infrastructure

---


# Parallel Infrastructure

Non-user-invocable infrastructure skill providing shared scripts for parallel execution workflows. Used by `implement-feature`, `autopilot`, `fix-scrub`, `merge-pull-requests`, and other skills that need DAG scheduling, multi-vendor review dispatch, or consensus synthesis.

## Scripts

### `<skill-base-dir>/scripts/dag_scheduler.py`

DAG computation and topological sort for work-packages.yaml.

### `<skill-base-dir>/scripts/scope_checker.py`

Post-execution scope verification — checks that agent changes stayed within declared `write_allow` / `deny` boundaries.

### `<skill-base-dir>/scripts/package_executor.py`

Work package execution protocol for coordinated-tier worker agents.

### `<skill-base-dir>/scripts/review_dispatcher.py`

Multi-vendor review dispatch — sends review prompts to configured vendor CLIs and collects findings.

### `<skill-base-dir>/scripts/consensus_synthesizer.py`

Synthesizes review findings from multiple vendors into a consensus report with confirmed/unconfirmed/disagreement classifications.

### `<skill-base-dir>/scripts/integration_orchestrator.py`

Cross-package integration management — tracks package completion, consensus recording, and integration gating.

### `<skill-base-dir>/scripts/result_validator.py`

Validates work-queue results against `work-queue-result.schema.json`.

### `<skill-base-dir>/scripts/circuit_breaker.py`

Fault tolerance for external service calls with configurable thresholds.

### `<skill-base-dir>/scripts/escalation_handler.py`

Escalation protocol for scope violations, resource conflicts, and review disagreements.

## Usage

Other skills reference these scripts via relative path:

```bash
python3 "<skill-base-dir>/../parallel-infrastructure/scripts/review_dispatcher.py" [args]
```

Or import programmatically:

```python
import sys, os
scripts_dir = os.path.join(os.path.dirname(__file__), "..", "..", "parallel-infrastructure", "scripts")
sys.path.insert(0, scripts_dir)
from review_dispatcher import ReviewOrchestrator
from consensus_synthesizer import ConsensusSynthesizer
```