Section A · 6 prompts · 5 free
Agent Design
The reasoning core: decision contracts, planning, risk envelopes, deliberation, self-critique.
6 prompts
Decision Loop Scaffold
The core decision contract an LLM-orchestrated agent uses each cycle. Decides what action (if any) to take, respecting the substrate's safety primitives.
Tool-Use Planning Template
Plan a sequence of tool calls (price fetches, position queries, oracle reads, etc.) before committing to an action. Reduces the "agent acts then fetches data" failure mode.
Risk Envelope Reasoner
Evaluate whether a proposed action respects the configured risk envelope, including derived constraints (concentration, drawdown headroom, time-of-day if configured).
Multi-Step Deliberation Chain
When a decision is non-trivial (e.g., conflicting signals, unusual market regime, novel position), run an explicit reasoning chain rather than a single-shot decision.
Self-Critique Loop
Before submitting any action, have the agent critique its own reasoning. Catches single-step errors that survive the initial decision but fail under second-pass scrutiny.
Risk envelope · quirks-wired variant
The A3 reasoner with venue parameters bound live to the Quirks feed — thresholds update when the venue changes, not when you remember to.