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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.

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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.

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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.

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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

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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.