SparkGen Agent

Manage agents defined in config/ai_workflow.yaml.

Dynamic Context

Before any action:

1. •Read config/ai_workflow.yaml — parse the agents: section to get current agent list
2. •List prompt files: ls prompts/
3. •List context files: ls contexts/
4. •List guardrail agent overrides: ls guardrails/agents/ 2>/dev/null

Actions

List Agents (/sparkgen-agent list)

Parse config/ai_workflow.yaml and display a table: | Name | Role | Tools | RAG Mode | Guardrail Sets | For each agent, show its key configuration.

Show Agent (/sparkgen-agent show <name>)

Display full agent config from workflow YAML including:

• •Role and description
• •Tools assigned
• •Prompt file + context files + variables
• •Guardrail sets
• •RAG config (mode, knowledge bases, top_k)
• •Handoff rules (from handoffs: section)

Add Agent (/sparkgen-agent add <name>)

Create all required files for a new agent:

1. •Prompt file: Create prompts/<name>.md with a system prompt template
2. •Context file (optional): Create contexts/<name>_guidelines.md if the agent needs specific context
3. •Guardrail override (optional): Create guardrails/agents/<name>.md for agent-specific rules
4. •Workflow entry: Add agent config to agents: section in config/ai_workflow.yaml:
   yaml

   - name: <name>
     role: "<role description>"
     description: "<what this agent does>"
     tools: [<tool_list>]
     prompt:
       prompt_file: prompts/<name>.md
       context_files: [contexts/platform_context.md]
       variables:
         agent_name: "<Name>"
       prompt_suffix: ""
       rag_context_template: ""
     guardrails:
       use_sets: [platform_defaults]
     rag:
       enabled: false
       mode: standard
       knowledge_bases: []
       inject_context: false
   

5. •Handoff rule: Add entry to handoffs: section:
   yaml

   - from: main_agent
     to: <name>
     condition: "intent == '<name_intent>'"
   

6. •Update orchestration: If pattern was single_agent, switch to router_manager
7. •Validate: Run make validate to verify the workflow loads correctly

Modify Agent (/sparkgen-agent modify <name>)

1. •Read current agent config from workflow YAML
2. •Ask what to change (role, tools, prompt, guardrails, RAG config)
3. •Update the workflow YAML and any related files
4. •Run make validate

Remove Agent (/sparkgen-agent remove <name>)

1. •Remove agent entry from agents: in workflow YAML
2. •Remove handoff rules referencing the agent from handoffs:
3. •Optionally remove prompts/<name>.md and contexts/<name>_guidelines.md
4. •If only one agent remains, switch orchestration pattern to single_agent
5. •Run make validate

Important Notes

• •The main_agent is the entry point and should not be removed
• •Agent names must be snake_case
• •Every agent needs at minimum: a prompt file and a workflow YAML entry