Does this skill perform the actual code merge or integration?

No, this skill focuses strictly on decision-making and evaluation. The execution and implementation are handled by separate handoff commands or a senior developer agent.

What frameworks are used during the evaluation process?

The skill uses five frameworks (A-E) to categorize changes as new features, renames, catch-ups, consolidations, or quick classifications like security patches and bug fixes.

What is the primary purpose of the Upstream Evaluation skill?

It provides a systematic framework for deciding which upstream repository changes should be integrated, skipped, or adapted to maintain consistent API design and agent-friendly naming.

How does it handle naming conventions for new features?

It applies specific rules to ensure all adopted features follow patterns like camelCase for actions and verb-noun ordering for CLI commands, ensuring they are intuitive for agents.

Is this skill user-invocable?

No, this skill is designed to be triggered by specific commands like `/agent-browser:integrate-changes` to assist in the automated maintenance workflow.

Upstream Evaluation

Name: Upstream Evaluation
Author: outfitter-dev

byoutfitter-dev

0•

浏览器自动化

Evaluates upstream changes using systematic design frameworks to streamline decision-making for browser automation tool maintenance.

The Upstream Evaluation skill provides a rigorous methodology for AI agents to assess external repository changes against the Navigator design philosophy. By applying five distinct decision frameworks, it categorizes changes—such as new features, API renames, or bug fixes—and dictates whether they should be adopted, skipped, or adapted. This ensures that the browser automation surface remains consistent, agent-friendly, and stable, focusing purely on the high-level decision-making process before any code is integrated. The skill produces structured summaries and schema requirements, acting as the intellectual bridge between upstream evolution and local implementation.

主要功能

01Identification of necessary schema changes with proposed code snippets

02Structured evaluation summaries including rationale and historical precedent

03Standardized naming convention verification for AI agent compatibility

04Automated logic for adopting, skipping, or deferring new API features

05Framework-based categorization of upstream changes into specific decision paths

060 GitHub stars

使用场景

01Managing breaking changes or renames in external libraries while maintaining local stability

02Assessing which new upstream browser actions should be exposed to AI agents

03Consolidating multiple related upstream actions into streamlined, agent-friendly parameters

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add outfitter-dev/navigator upstream-evaluation

For use in Claude.ai and ChatGPT

Download Skill