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pipeline-orchestrate

Routes PRs to auto-fix, hold-back or escalate verdicts based on scored risks.

2|1|Updated Dec 25, 2025
Search Tags:#automation#routing#pr#pull-request#scorer#review-workflow#pe-signals
One-click install
npx skills add https://github.com/solo-ist/prose --skill pipeline-orchestrate
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pipeline-orchestrate
Source: https://github.com/solo-ist/prose/tree/main/.claude/skills/pipeline-orchestrate
Command: npx skills add https://github.com/solo-ist/prose --skill pipeline-orchestrate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates routing of pull requests by merging scorer and PE signals to determine final routing decisions (auto-fix, HITL-light, HITL-full).

Core Features & Use Cases

  • Routing matrix-based decisions: auto-fix, HITL-light, and HITL-full according to scores and risks.
  • Security hard gate: escalates high-risk changes to human review.
  • Workflow integration: applies labels, comments, and verdicts to PRs based on analysis signals.

Quick Start

Invoke the pipeline-orchestrate tool on a PR number to apply routing immediately.

Frequently Asked Questions about pipeline-orchestrate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate pull request routing based on code review scores?▼

Automated pull request routing uses a routing matrix to merge scorer and PE signals into final verdicts. It directs PRs to auto-fix, HITL-light, or HITL-full paths based on risk levels and score thresholds.

What is the best way to escalate high-risk PR changes to human review?▼

Escalating high-risk PR changes requires a security hard gate within the routing workflow. This mechanism automatically forces risky modifications into the HITL-full route to ensure mandatory human review.

Can I enforce human-in-the-loop checks for code review workflows?▼

You can enforce human-in-the-loop checks by applying a routing matrix that assigns HITL-light or HITL-full paths based on PE signals. This ensures varying levels of human oversight depending on PR risk.

How do I apply machine-readable verdicts and labels to GitHub PRs?▼

To apply machine-readable verdicts and labels to GitHub PRs, invoke the pipeline orchestration tool on a PR number. It automatically updates GitHub labels and comments based on merged analysis signals.

What triggers an auto-fix workflow in a pull request review pipeline?▼

An auto-fix workflow triggers when merged scorer and PE signals indicate low risk and acceptable scores. The routing matrix then automatically applies fixes without requiring manual human intervention.

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