Agents

Anatomy

• Prompts
  • System Prompt — Non‑negotiable instructions.
  • Messages List (toggle) — Pass conversation history as input/output.
  • User Prompt — Optional pre‑set prompt for fixed‑purpose Agents.
• Model configuration — Provider/model, temperature, top‑p, max tokens.
• Toolbox — The set of callable tools made available to the Agent.

Available Models

Triform supports a wide range of AI models:

Anthropic:

• Claude Haiku 4.5 — Ultra-fast responses, cost-effective for chat
• Claude Sonnet — Balanced performance and capability
• Claude Opus — Maximum reasoning power

Google:

• Gemini 3 Pro Preview — Latest flagship with enhanced reasoning
• Gemini Flash — Fast responses for real-time applications

OpenAI:

• GPT-5.1 — Advanced reasoning and coding
• GPT-4.1 — Reliable general-purpose model

Open Source:

• Kimi — Default chat model with excellent context handling
• Various models via Fireworks and other providers

Models are continuously updated. Check the builder for the latest available options.

Good patterns

• Keep System Prompts specific and outcome‑oriented.
• Start with few high‑leverage tools; expand gradually.
• Use Messages List when memory/context matters.
• Leverage enhanced tool calling for more reliable agent operations.

Enhanced capabilities

Recent improvements to the Agent system:

• Improved tool calling — More reliable tool usage with better error handling
• Execution visibility — Real-time execution steps sent to UI for debugging
• Better prompts — Refined prompt system for clearer agent guidance
• Loop support in tools — Agent tools can now use iterative operations

Observability

• Executions emit logs, traces, metrics for inspection.
• Use Payloads to reproduce and compare runs after prompt changes.
• Monitor execution steps in real-time through the chat interface.

tip: Tool hygiene — Name tools by verb + object (fetch_user, summarize_text). Small, predictable tools make plans more reliable.