APEX/BrowserUse_and_ComputerUse_skills
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refactor: run Honcho and USER.md in tandem

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USER.md stays in system prompt when Honcho is active -- prefetch is
additive context, not a replacement. Memory tool user observations
write to both USER.md (local) and Honcho (cross-session) simultaneously.
This commit is contained in:
Erosika 2026-02-26 18:07:33 -05:00
parent 1fd0fcddb2
commit 70d1abf81b
1 changed files with 22 additions and 25 deletions
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47
run_agent.py
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@ -1199,9 +1199,8 @@ class AIAgent:
mem_block = self._memory_store.format_for_system_prompt("memory")
if mem_block:
prompt_parts.append(mem_block)
# When Honcho is active, it handles the user profile via prefetch.
# USER.md is skipped to avoid duplicate/conflicting user context.
if self._user_profile_enabled and not self._honcho:
# USER.md is always included when enabled -- Honcho prefetch is additive.
if self._user_profile_enabled:
user_block = self._memory_store.format_for_system_prompt("user")
if user_block:
prompt_parts.append(user_block)
@ -1443,17 +1442,17 @@ class AIAgent:
try:
args = json.loads(tc.function.arguments)
flush_target = args.get("target", "memory")
from tools.memory_tool import memory_tool as _memory_tool
result = _memory_tool(
action=args.get("action"),
target=flush_target,
content=args.get("content"),
old_text=args.get("old_text"),
store=self._memory_store,
)
# Also send user observations to Honcho when active
if self._honcho and flush_target == "user" and args.get("action") == "add":
result = self._honcho_save_user_observation(args.get("content", ""))
else:
from tools.memory_tool import memory_tool as _memory_tool
result = _memory_tool(
action=args.get("action"),
target=flush_target,
content=args.get("content"),
old_text=args.get("old_text"),
store=self._memory_store,
)
self._honcho_save_user_observation(args.get("content", ""))
if not self.quiet_mode:
print(f" 🧠 Memory flush: saved to {args.get('target', 'memory')}")
except Exception as e:
@ -1574,19 +1573,17 @@ class AIAgent:
print(f" {_get_cute_tool_message_impl('session_search', function_args, tool_duration, result=function_result)}")
elif function_name == "memory":
target = function_args.get("target", "memory")
# When Honcho is active, route user profile writes to Honcho
from tools.memory_tool import memory_tool as _memory_tool
function_result = _memory_tool(
action=function_args.get("action"),
target=target,
content=function_args.get("content"),
old_text=function_args.get("old_text"),
store=self._memory_store,
)
# Also send user observations to Honcho when active
if self._honcho and target == "user" and function_args.get("action") == "add":
content = function_args.get("content", "")
function_result = self._honcho_save_user_observation(content)
else:
from tools.memory_tool import memory_tool as _memory_tool
function_result = _memory_tool(
action=function_args.get("action"),
target=target,
content=function_args.get("content"),
old_text=function_args.get("old_text"),
store=self._memory_store,
)
self._honcho_save_user_observation(function_args.get("content", ""))
tool_duration = time.time() - tool_start_time
if self.quiet_mode:
print(f" {_get_cute_tool_message_impl('memory', function_args, tool_duration, result=function_result)}")