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10 Useful Hermes Workflows

1. Software Development Assistant

Goal

Use Hermes as a coding partner.

Example

Analyze this Python project and explain its structure.
Find any bugs and suggest improvements.
Generate unit tests for all modules.

Tasks Hermes Can Perform

  • Read source code.
  • Explain functions.
  • Refactor code.
  • Generate tests.
  • Debug errors.
  • Create documentation.

2. Project-Wide Refactoring

Goal

Modify many files automatically.

Example

Rename every occurrence of UserManager to AccountManager.
Update imports and documentation.
Show me a summary of changes.

Useful For

  • Large projects.
  • API migrations.
  • Renaming classes.
  • Framework upgrades.

3. Research Agent

Goal

Gather information from multiple sources.

Example

Research vector databases.
Compare Qdrant, Weaviate, Pinecone, and Chroma.
Create a markdown report with advantages and disadvantages.

Output

  • Reports.
  • Summaries.
  • Comparison tables.
  • Citations.

4. Personal Knowledge Base

Goal

Create a second brain.

Example

Store my notes from this meeting.
Remember my preferences.
Organize everything by topic.

Uses

  • Meeting notes.
  • Ideas.
  • Documentation.
  • Long-term memory.

5. Local AI Coding with Ollama

Goal

Run everything locally.

Example

Use qwen3 through Ollama.
Review this codebase and explain every module.

Advantages

  • No cloud APIs.
  • Privacy.
  • Offline usage.
  • Low cost.

6. Document Generation

Goal

Automatically create documentation.

Example

Read this repository.
Generate:

- README.md
- CONTRIBUTING.md
- API documentation
- Installation guide

Great For

  • Open-source projects.
  • Internal documentation.
  • Technical writing.

7. Daily Research Workflow

Goal

Create a daily report.

Example

Search for AI news.
Summarize important developments.
Create a markdown report.

Output

daily-report.md

Useful For

  • Market analysis.
  • Technology trends.
  • Competitive intelligence.

8. DevOps Assistant

Goal

Manage servers and containers.

Example

Inspect my Docker containers.
Check logs.
Find problems.
Recommend fixes.

Tasks

  • Docker management.
  • SSH access.
  • Server diagnostics.
  • Kubernetes analysis.
  • Log inspection.

9. File Organization Workflow

Goal

Clean messy folders.

Example

Analyze my Downloads folder.
Group files into categories.
Move duplicates.
Generate a report.

Categories

  • Images.
  • Documents.
  • Videos.
  • Archives.
  • Source code.

10. Autonomous Project Builder

Goal

Build an application from a description.

Example

Create a FastAPI application with:

- PostgreSQL
- JWT authentication
- Docker support
- Unit tests
- README documentation

Hermes can:

  1. Generate files.
  2. Create folders.
  3. Write code.
  4. Build Docker images.
  5. Run tests.
  6. Iterate until the project works.

Bonus Workflow: Multi-Agent Team

You can assign specialized roles.

Architect

Designs the system.

Developer

Writes code.

Tester

Runs tests.

Reviewer

Checks quality.

Documentation Agent

Creates markdown documents.

Example:

Architect: design a note-taking application.

Developer: implement the API.

Tester: generate tests.

Reviewer: improve code quality.

Documentation agent: write README.md.

This creates a complete AI software team.

Most Powerful Combination

Many advanced users combine:

Hermes
+ Ollama
+ Qwen3
+ Docker
+ Memory
+ Skills
+ SSH backend

This creates a private AI agent capable of:

  • Coding.
  • Researching.
  • Managing servers.
  • Writing documents.
  • Automating workflows.
  • Working across multiple projects.
  • Remembering previous tasks.

It effectively becomes a personal AI operating system.