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
- Gemini 3 Pro Preview — Latest flagship with enhanced reasoning
- Gemini Flash — Fast responses for real-time applications
- GPT-5.1 — Advanced reasoning and coding
- GPT-4.1 — Reliable general-purpose model
- Kimi — Default chat model with excellent context handling
- Various models via Fireworks and other providers
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.