rewrite-agent-s-tool-use-policy-prompt-realized TEC-0306 · proposedRewrite the agent's tool-use policy prompt from realized out
A separate Policy Agent reads a batch of decision traces paired with realized portfolio returns and rewrites the trading agent's whole system prompt — tool selection, query formulation, verification and sizing rules — before the next batch
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
A separate Policy Agent reads a batch of decision traces paired with realized portfolio returns and rewrites the trading agent's whole system prompt — tool selection, query formulation, verification and sizing rules — before the next batch Filed by the drafting stage from EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents (2609.17632) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Sharpe ratio, cumulative return, max drawdown, win rate and volatility against rule-based baselines (SPY, B&H, MACD, KDJ&RSI, ZMR, SMA), a static tool-calling agent, a tool-free evolving agent, and a strategy-only evolving agent (ATLAS-style), across six market regimes and a 50-day horizon; plus per-day maps of which analytic metrics appear in code-interpreter calls.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
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