panel-hints

Select specialized review seats for pull requests by analyzing git diff signals.

3|2|Updated May 12, 2026
One-click install
npx skills add https://github.com/kriscendobot/garden --skill panel-hints
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: panel-hints
Source: https://github.com/kriscendobot/garden/tree/main/skills/panel-hints
Command: npx skills add https://github.com/kriscendobot/garden --skill panel-hints

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, bash, grep, and includes scripts (resource) components.

What problem does it solve?

This skill solves the challenge of scaling code reviews by dynamically recommending the most relevant specialized reviewers (seats) for a given pull request, preventing reviewer fatigue while ensuring comprehensive coverage.

Core Features & Use Cases

  • Intelligent Seat Selection: Analyzes diffs to trigger only the necessary specialized review seats, such as security, performance, or documentation auditors.
  • Deterministic Routing: Uses path-based and content-regex-based probes to ensure consistent, repeatable review assignments.
  • Use Case: When a developer modifies a package's exports and adds a new dependency, the skill automatically triggers the curator and migrator seats, ensuring the right experts see the change without overwhelming the entire team.

Quick Start

Run the panel-hints script against the current repository to generate a recommended list of review seats for the latest changes.

Frequently Asked Questions about panel-hints

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

FAQPage Schema
How do I automate pull request reviewer selection based on code changes?

Automate pull request reviewer selection by analyzing git diff signals to determine the optimal subset of specialized review seats. This skill uses path-triggered and content-regex-based probes to ensure deterministic, context-aware assignments for modified files.

What is path-triggered and content-regex-based code review routing?

Path-triggered and content-regex-based code review routing is a mechanism that uses git diff signals to consistently direct pull requests to specialized review seats. It evaluates modified file paths and content patterns to trigger only the necessary expert audits.

How do I prevent reviewer fatigue in automated GitHub workflows?

Prevent reviewer fatigue in automated GitHub workflows by dynamically recommending only the most relevant specialized review seats for a given pull request. This ensures comprehensive coverage without overwhelming the entire team with every code change.

Do I need git and bash to run deterministic code review seat selection?

Yes, you need git, bash, and grep installed to run deterministic code review seat selection. These dependencies are required to execute the scripts that analyze repository diffs and generate the recommended list of review seats.

What is the best way to scale code reviews for specialized areas like security and performance?

The best way to scale code reviews for specialized areas is to use intelligent seat selection that analyzes diffs to trigger only the necessary review seats, such as security, performance, or documentation auditors, ensuring the right experts see the change.