Test
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- Add RoutingWorkflow: generic state machine executor for WorkflowSpec - Add LLM Router: natural language → WorkflowSpec generation - Add RetrieveMemoryActivity: query poimen-memory for context - Add activities: AnalyzeCode, SecurityScan, GenerateReport, Notify, etc. - Add agent-prompts/router: LLM prompt documentation - Extend starter with --route flag for routing workflows - Remove orchestrator job (trigger via API/message instead) - Clean up: move docs to Desktop, add .gitignore for *.md
Agent Prompts
LLM agent prompts for Poimen RoutingWorkflow.
Agents
| Agent | Model | Purpose | Prompt File |
|---|---|---|---|
| Router | reasoning |
Natural language → WorkflowSpec | router/AGENTS.md |
Architecture
User Request: "Scan repo X for security issues"
│
▼
┌─────────────────────────────────────────────────┐
│ RetrieveMemoryActivity │
│ Query poimen-memory for relevant skills/lessons│
└─────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────┐
│ Router Agent (LLM) │
│ Input: message + memory context + activities │
│ Output: WorkflowSpec JSON │
└─────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────┐
│ RoutingWorkflow │
│ Executes WorkflowSpec as state machine │
│ Clone → Scan → Report → Notify │
└─────────────────────────────────────────────────┘
Memory Integration
Router receives context from RetrieveMemoryActivity:
1. User: "scan repo for security"
2. RetrieveMemoryActivity queries poimen-memory
3. Returns: skills, lessons, references
4. Injected into Router prompt
5. Router generates smarter WorkflowSpec
LLM Endpoint
Default: https://api.riotpiao.com/v1/chat/completions
Override: LOCAL_LLM_BASE_URL=http://localhost:11434