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refactor(honcho): rename memory tools to Honcho tools, clarify recall mode language

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Replace "memory tools" with "Honcho tools" and "pre-warmed/prefetch"
with "auto-injected context" in all user-facing strings and docs.
This commit is contained in:
Erosika 2026-03-12 16:26:10 -04:00
parent ae2a5e5743
commit 0aed9bfde1
4 changed files with 26 additions and 26 deletions
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14
run_agent.py
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@ -1423,7 +1423,7 @@ class AIAgent:
if hcfg.recall_mode == "context":
self._strip_honcho_tools_from_surface()
if not self.quiet_mode:
print(" Honcho active — recall_mode: context (tools suppressed)")
print(" Honcho active — recall_mode: context (Honcho tools hidden)")
else:
if not self.quiet_mode:
print(f" Honcho active — recall_mode: {hcfg.recall_mode}")
@ -1617,14 +1617,14 @@ class AIAgent:
)
if recall_mode == "context":
honcho_block += (
"Honcho context is pre-loaded into this system prompt below. "
"All memory retrieval comes from this context — no memory tools "
"Honcho context is injected into this system prompt below. "
"All memory retrieval comes from this context — no Honcho tools "
"are available. Answer questions about the user, prior sessions, "
"and recent work directly from the Honcho Memory section.\n"
)
elif recall_mode == "tools":
honcho_block += (
"Memory tools:\n"
"Honcho tools:\n"
" honcho_context <question> — ask Honcho a question, LLM-synthesized answer\n"
" honcho_search <query> — semantic search, raw excerpts, no LLM\n"
" honcho_profile — user's peer card, key facts, no LLM\n"
@ -1633,11 +1633,11 @@ class AIAgent:
else: # hybrid
honcho_block += (
"Honcho context (user representation, peer card, and recent session summary) "
"is pre-loaded into this system prompt below. Use it to answer continuity "
"is injected into this system prompt below. Use it to answer continuity "
"questions ('where were we?', 'what were we working on?') WITHOUT calling "
"any tools. Only call memory tools when you need information beyond what is "
"any tools. Only call Honcho tools when you need information beyond what is "
"already present in the Honcho Memory section.\n"
"Memory tools:\n"
"Honcho tools:\n"
" honcho_context <question> — ask Honcho a question, LLM-synthesized answer\n"
" honcho_search <query> — semantic search, raw excerpts, no LLM\n"
" honcho_profile — user's peer card, key facts, no LLM\n"