Agentic Business Analysis
AlekseiUL/agentic-business-analysis
Hermes skill and methodology for mapping business processes and scoping safe AI-agent automation pilots
Agentic Business Analysis is a Markdown-only Hermes skill and methodology for mapping business processes and designing safe, measurable AI-agent automation pilots before anything is built.
What Agentic Business Analysis does
Agentic Business Analysis is a toolkit by Aleksei Ulianov (Sprut_AI) for deciding where AI agents can help before implementation starts. It maps business processes into lanes, owners, inputs, outputs, tools and bottlenecks, then scores automation opportunities with a 45-point matrix. Agent job cards record each agent's responsibility, permissions, tools, memory, outputs, handoffs, risks and owner.
The method defines human approval gates for money, legal, public, client-facing and destructive actions, and turns the result into a 2-4 week pilot scope and a client-readable audit report. It lists topology patterns: single assistant, pipeline, supervisor-worker, fan-out and fan-in, workflow engine with agents, and human in the loop. The README states it is not a framework, SaaS product or agent builder, but the analysis layer that comes before implementation. It installs into Hermes as a multi-file skill with SKILL.md, references and templates, and there is a single-file fallback.
Key features
- Client intake question sets, short and deep
- Process decomposition into lanes, triggers, inputs, outputs, owners and bottlenecks
- 45-point automation scoring matrix
- Agent job cards covering permissions, tools, memory, handoffs and risks
- Topology patterns from single assistant to human-in-the-loop
- Privacy and safety checklist with approval gates
When to use it
- Scoping a 2-4 week AI automation pilot for a client
- Deciding which business process to automate first
- Presenting audit findings and a roadmap in a client-ready report
Who it is for: AI automation consultants, business analysts, founders and agencies who plan agent-assisted operations.
How it fits with Hermes Agent
Packaged as a Hermes skill, installed with hermes skills install either as the full skill directory or as the single SKILL.md file.
How to install Agentic Business Analysis
These commands are copied from the project's README. Check the repository for the latest steps before you run them.
hermes skills install AlekseiUL/agentic-business-analysis/agentic-business-analysis
hermes skills install https://raw.githubusercontent.com/AlekseiUL/agentic-business-analysis/main/SKILL.mdRequirements: No runtime dependencies; the package is Markdown-only
FAQ
What is Agentic Business Analysis?
Agentic Business Analysis is a Markdown-only methodology and Hermes skill for mapping business processes and designing safe AI-agent automation pilots. It is the analysis step that comes before building agents.
How do I install Agentic Business Analysis?
Run hermes skills install AlekseiUL/agentic-business-analysis/agentic-business-analysis to install the full skill with its references and templates. A single-file fallback installs only SKILL.md from its raw GitHub URL.
Is Agentic Business Analysis free and open source?
Yes. The repository is released under the MIT license, and the README asks you to keep the original copyright notice and link back to the canonical repository if you reuse it.
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