How does this skill analyze my code?

It performs a lightweight scan of file extensions, configuration files (like package.json, go.mod, or pyproject.toml), and directory structures to detect the frameworks and tools your project uses.

What is the difference between a suggested skill and a suggested agent?

Skills are typically atomic capabilities like 'linting-code', while agents are specialized sub-personalities designed for multi-step roles like a 'security-reviewer'.

Can I customize the types of tools it suggests?

Yes, the skill uses underlying pattern definitions that map specific signals (like the presence of a Dockerfile) to specific skill suggestions, which can be extended for custom workflows.

Does it automatically create files without permission?

No, it follows a structured workflow that presents suggestions with rationales first and requires explicit user approval before generating any new skills or agents.

Why do I need to restart Claude after generating new tools?

Claude indexes available skills and agents during its initialization process; a restart is required for the system to recognize and load the newly created .claude/ directory items.

Intelligent Workflow Suggester

Name: Intelligent Workflow Suggester
Author: BrendanShields

byBrendanShields

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生産性とワークフロー

Analyzes your codebase to recommend and generate custom Claude Code skills and subagents tailored to your project's architecture.

The suggesting-tooling skill automates the discovery and creation of project-specific automation. By scanning your repository's languages, frameworks, and directory structures, it identifies critical gaps in your development workflow and proposes high-impact Claude skills and agents to fill them. Whether you are working with a new tech stack or optimizing a legacy project, this skill provides a strategic roadmap for AI-driven automation, enabling you to generate boilerplate-free tooling for testing, deployment, security reviews, and more with a single command.

主な機能

01Prioritized recommendations (P1-P3) for custom skills and specialized subagents

02Intelligent gap analysis comparing existing .claude/ configurations against project needs

03Customizable pattern matching based on detected project signals like Jest, Prisma, or Docker

04Seamless integration with creating-skills and creating-agents for one-click tooling generation

05Automated codebase pattern detection for languages, frameworks, and CI/CD setups

061 GitHub stars

ユースケース

01Bootstrapping a new repository with project-specific Claude automation

02Auditing existing projects to find missing developer productivity tools

03Standardizing AI tooling across team members by identifying common workflow patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brendanshields/spec-flow suggesting-tooling

For use in Claude.ai and ChatGPT

Download Skill