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The agent felt like an artificial idiot because the LLM almost never spoke
for itself: 14+ Go paths injected fmt.Sprintf canned replies, the frontend
filtered out tool-progress events so users saw three dots for 10-20s, the
main prompt told the LLM "be a trading partner" AND "answer only what's
asked", and the planner sliced the toolset by inferred domain so a "BTC
dropped, how much am I losing?" question couldn't see positions and market
at the same time.
- agent/central_brain.go: shouldTrustDeterministicSkillReply now always
returns false. Successful mutations (trader/strategy/model/exchange
create/update/start/stop/delete) flow through reviewTaskCompletion so the
LLM sees the real outcome JSON and writes the user-facing prose. The
trade-confirmation regex path (handleTradeConfirmation) was already
outside this code path and is unaffected.
- agent/agent.go: rewrite the Behavior section of the main system prompt.
Replace the contradictory "answer only what's asked / don't upsell" with
"lead with the direct answer, then optionally one relevant follow-up
only when (a) open risk, (b) missing config, or (c) the next step is
obvious — e.g. created, want me to start it?". Explicitly authorize
chaining ("if the user says create and start, do both this turn") and
ban "please wait / I'll get back to you" language because there is no
background job to come back from.
- agent/tools.go: plannerToolsForText always returns the full 22-tool set
(new __all__ domain). The old per-domain trimming hid manage_trader from
market questions and execute_trade from anything that didn't look like
an explicit trade — cross-domain reasoning was structurally blocked. The
compact-vs-full strategy schema switch is preserved so mutation intents
still see the full config schema.
- web/src/components/agent/{AgentStepPanel,ChatMessages}.tsx: stop
filtering tool: steps. Map raw tool names to friendly labels with emoji
("get_positions" → "📊 检查持仓") in zh/en/id. Users now see what the
agent is doing in real time instead of silence. central_brain routing
chatter still gets dropped.
- agent/planner_tools_test.go: tests updated to assert the new
full-toolset behavior and the compact-vs-full strategy schema switch.