HelpCore workflow
The Agent
A deterministic navigator in place of a dashboard — it routes your question over the optimizer, KPIs, drift, assurance, and records, and distills the state into a sourced answer. · 2 min read
The Agent answers questions about the system instead of making you read a dashboard. It is deterministic, offline, and $0 — there is no LLM in this path; your text is mapped to one of a fixed set of intents that do the work.
How to use it
- Type a question in the box, or click one of the suggested chips.
- It routes to one of five intents: Why did a variant win?, How are my KPIs tracking?, Is anything drifting?, Can I trust the personalization?, or Show me the hottest records.
- Read the answer: a summary, stat cards, and (where relevant) a table.
- Check the Data used rail at the bottom — every signal the answer drew on, with its source and policy.
What it proves: every answer carries its provenance. The intents do the work and stamp their sources either way, so the navigator can't make an unsourced claim. The same data is available as JSON at
/api/agent/run.At a glance
| Route | /agent (also /agent?q=…) |
| Module | app/agent.py |
| Intents | why_won · kpis · drift · assurance · records |