AI workflow builder
The AI workflow builder primitive family — a visual studio for designing what Hermes can do and what marketing automations run on the AI layer. Realistic scenarios: a Quote estimator (RAG over parts catalogue → claude-opus-4.7 → JSON validate), an SMS triage agent loop, and a Monday-morning blog draft fan-out. Visual reference only — no real models invoked.
AI workflow builder is a reusable Oak Flats Muffler Men UI primitive with documented states, accessibility expectations, theme behavior, and implementation evidence.
AI workflow builder: The AI workflow builder primitive family — a visual studio for designing what Hermes can do and what marketing automations run on the AI layer. Realistic scenarios: a Quote estimator (RAG over parts catalogue → claude-opus-4.7 → JSON validate), an SMS triage agent loop, and a Monday-morning blog draft fan-out. Visual reference only — no real models invoked.
Flow canvas
Node/edge canvas with pan + zoom + grid + minimap. Quote estimator flow on display — drag the surface, jog the zoom.
Prompt block
System + user prompt editor with variable scope chips and a live token-budget meter that shifts tone on overflow.
Model selector
Card picker — Claude Opus 4.7, GPT-4o, Gemini Flash, Llama 70B — with cost-per-1M and latency badges.
Tool block
Tool-call block with JSON schema preview, result→scope mapping rows, retry + timeout policy chips.
Output gate
Validation gate with regex / JSON-schema / eval-fn strategies. Pass-rate summary + recent decisions log.
Parallel branch
Fan-out lane group with first / wait-all / race-best-score join strategies. Latency + per-lane status chips.
Eval runner card
Eval suite runner with rubric × sample-input scoreboard, weighted overall and a pass-threshold gauge.
Chain step row
Single chain step with input/output preview, token spend, USD cost and latency chip. Status-driven tone.
Vector search block
RAG block — embedding model + index handle + top-K + rerank toggle. Hits with similarity + rerank scores.
Agent loop card
Agentic loop card with max-iterations radial, halt-condition chips and expand-on-click thought traces.
Prompt version history
Versioned prompt history with win-rate per version, run count and a trailing sparkline trend.
Cost projection tile
Projected USD or AUD cost per run / day / month — driven by model pricing, token mix and run volume.
Safety check block
Moderation / PII / jailbreak / topic-fence rules with on-hit action chips (block · redact · flag · escalate).
Flow trigger card
Webhook / cron / event-bus / manual trigger card with config, sample payload and armed/disarmed state.
Full AI workflow studio
Composed live builder — trigger + flow canvas + prompt + model + RAG + chain + gate + eval + cost + safety + history.