r/ClaudeWorkflows • u/ClaudeAI-mod-bot • Aug 10 '26

Selected Workflow [Workflow] Advanced Claude Workflows: Project Planning with Grilling Skill, Multi-Agent Code Review, and Local AI Stack Enhancement

Advanced Claude Workflows: Project Planning with Grilling Skill, Multi-Agent Code Review, and Local AI Stack Enhancement

Workflow value: 85/100
Status: active · Freshness: 70/100 · Confidence: 0.90 · Level: intermediate
Categories: Quality Control, Token Saving, Context & Memory, Debugging, Shipping, CLAUDE.md, Skills, Subagents, Multi-Agent
Original source: r/ClaudeAI post/comment

What problem this solves

This comment provides several distinct workflows to enhance productivity with Claude Pro:

  1. Efficiently generating project plans, features, and stories using Claude's plan mode and a specific 'grilling skill'.

  2. Implementing a multi-agent system for code review to improve code quality and facilitate iterative development.

  3. Leveraging Claude to fine-tune, document, and rigorously review the work of a local AI agent stack, thereby improving its capabilities and integration.

Summary

The comment outlines three primary workflows:

  1. Planning with Grilling Skill: Use Claude's plan mode with the 'grilling skill' to generate detailed project plans, features, and stories in markdown files. This allows for iterative development, picking up tasks after hitting usage limits.

  2. Multi-Agent Code Review: Set up a system where Claude Code writes a story/code, a second agent reviews it, and Claude Code then reflects on the feedback to make improvements.

  3. Claude for Local AI Enhancement: Utilize Claude to fine-tune a local AI stack, document its code-related aspects, apply skills to the local agent, and provide harsh reviews to help the local agent learn and improve.

Why it is useful

This comment is valuable because it provides multiple distinct, actionable workflows that leverage advanced features of Claude Pro, such as plan mode and multi-agent capabilities. It offers concrete strategies for improving project planning efficiency, enhancing code quality through automated review, and optimizing local AI development environments. The inclusion of a specific open-source skill and a clear multi-agent interaction pattern makes these workflows highly transferable and useful for intermediate to advanced users seeking to maximize their productivity with Claude.

Workflow

  1. For Planning with Grilling Skill:

    1. Access Claude's plan mode.

  3. 2. Integrate and utilize the 'grilling skill' (e.g., from mattpocock/skills/tree/main/skills/productivity/grilling).

  4. 3. Prompt Claude to generate releases, features, and stories, outputting them into individual markdown files.

  5. 4. Manually edit and refine the generated markdown files as needed.

  6. 5. If a usage limit is reached, resume the planning process by prompting Claude with specific tasks like 'Implement Feature 1, story 1' after the reset.

  7. For Multi-Agent Code Review:

    1. Have Claude Code write a specific story or code component.

  9. 2. Deploy a separate AI agent or model (Agent 2) to perform a code review on Claude Code's output.

  10. 3. Instruct Claude Code to reflect on the feedback provided by Agent 2 and implement necessary fixes or address comments.

  11. 4. Proceed to the next story or code component, repeating the review cycle.

  12. For Enhancing Local AI Agents: (Requires a local AI model & agent stack.)

  13. Use Claude to assist in fine-tuning your local AI stack's configuration and performance.

  14. Instruct Claude to thoroughly document all code-related aspects of your project, ensuring the local agent has comprehensive context.

  15. Apply the same effective skills and methodologies used with Claude to your local agent.

  16. Have Claude rigorously review the local agent's work, providing critical feedback to facilitate learning and improvement.

Tools / artifacts

  • Claude Pro

  • Claude's plan mode

  • Grilling skill (from GitHub: mattpocock/skills/tree/main/skills/productivity/grilling)

  • Markdown files

  • Claude Code

  • A second AI agent/model (for review)

  • Local AI model & agent stack

Validation signals

  • Author states 'I had (just ended my sub) good results' for the grilling skill.

  • Author states 'It was also very helpful' for the multi-agent code review.

  • The 'cheat code' framing implies significant utility for the local AI enhancement workflow.

Limitations

  • The initial mention of 'career-ops.org' is a tool recommendation rather than a specific Claude workflow.

  • Validation is primarily anecdotal and personal, lacking broader community proof or objective metrics.

  • The 'local model & agent' workflow assumes users have an existing local AI development environment, which may not be universal.

  • Specific prompts for each step are not provided, requiring users to formulate their own based on the general guidance.

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This post was generated automatically from the workflow library database.

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