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Preserve Leo subject anchors across long followups (#187)
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twentyOne2x 2026-07-18 01:30:20 +02:00 committed by GitHub
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2 changed files with 31 additions and 1 deletions
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2
hermes-agent/leoclean-plugins/vps/leo-db-context/__init__.py
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@ -26,7 +26,7 @@ MAX_EVIDENCE_EXCERPT_CHARS = 600
MAX_RETRIEVAL_ANCHORS = 8
MAX_RETRIEVAL_SUBJECT_ANCHORS = 2
MAX_RETRIEVAL_FALLBACK_ANCHORS = 3
RETRIEVAL_HISTORY_USER_TURNS = 6
RETRIEVAL_HISTORY_USER_TURNS = 12
DATABASE_REASONING_PROTOCOL_VERSION = "leo-db-reasoning-v2"
WORD_RE = re.compile(r"\b\w+(?:[-']\w+)*\b")
LIST_PREFIX_RE = re.compile(r"^(\s*(?:[-*]|\d+[.)])\s+)(.*)$")

30
tests/test_hermes_leoclean_db_context_plugin.py
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@ -484,6 +484,36 @@ def test_plugin_anchors_followup_retrieval_to_recent_user_topics_without_assista
assert len(anchors) <= module.MAX_RETRIEVAL_ANCHORS
def test_plugin_preserves_explicit_subject_across_a_long_followup_chain() -> None:
module = load_plugin()
query = (
"Turn the surviving claim into a review-only proposal: exact body, confidence, falsifier, required "
"sources, and links to claims that support or contradict it. Do not stage or write anything."
)
history = [
{
"role": "user",
"content": "Under what conditions would LivingIP ownership make a culture worse?",
},
{"role": "assistant", "content": "UNRELATED_ASSISTANT_SECRET about another domain."},
{"role": "user", "content": "challenge which mechanism is causal."},
{"role": "user", "content": "compare the two designs."},
{"role": "user", "content": "retract the strongest version."},
{"role": "user", "content": "state the weaker surviving position."},
{"role": "user", "content": "make the confidence explicit."},
{"role": "user", "content": "add the smallest falsification test."},
{"role": "user", "content": "separate direct support from analogy."},
{"role": "user", "content": "keep the result proposed only."},
{"role": "user", "content": query},
]
retrieval_query, anchors = module._contextual_retrieval_query(query, history)
assert retrieval_query == query
assert anchors == ["LivingIP"]
assert "UNRELATED_ASSISTANT_SECRET" not in retrieval_query
def test_plugin_keeps_operational_query_separate_from_contextual_anchors(tmp_path: Path) -> None:
module = load_plugin()
home = tmp_path / "profile"