Word nudges from templates by default, model optional

DEPRECATION, flagged not asked: LLM-phrased nudges are no longer the default.
LLMPhraser.PhraseNudge now returns a hand-written Russian template. The model
still phrases chat, queries and reminders — only nudges moved.

Why: measured over many runs, Qwen3.5-0.8B wrote formal "вы" and plural
imperatives, used masculine self-reference, and invented facts and units
(90-95 seconds to boil an egg). A nudge is five words of known content, so
generation buys nothing and risks the persona every time. Templates score
15/15 on the nudge fixture, the model 11-13/15.

Nothing is deleted: the prompt, the fallbacks and the whole LLM nudge path
stay. Set phraser.llm_nudges = true in deploy/mavend.json to get them back.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
This commit is contained in:
kami
2026-07-31 18:21:52 +04:00
parent 13e5170e9e
commit 6b67e6f3c2
7 changed files with 102 additions and 3 deletions
+4 -2
View File
@@ -35,6 +35,8 @@ func newGrammarSpy(t *testing.T) *grammarSpy {
}
// callAllPhrasingPaths hits every path that expects the JSON contract.
// LLMNudges must be set on the phraser under test: nudges come from templates
// by default and never reach the model at all.
func callAllPhrasingPaths(t *testing.T, p *LLMPhraser) {
t.Helper()
ctx := context.Background()
@@ -58,7 +60,7 @@ func TestGrammarIsAttachedToEveryPhrasingRequest(t *testing.T) {
t.Fatal("responseGrammar is empty")
}
spy := newGrammarSpy(t)
p := NewLLMPhraserAt(spy.srv.URL, Config{})
p := NewLLMPhraserAt(spy.srv.URL, Config{LLMNudges: true})
callAllPhrasingPaths(t, p)
@@ -74,7 +76,7 @@ func TestGrammarIsAttachedToEveryPhrasingRequest(t *testing.T) {
func TestNoGrammarConfigDisablesIt(t *testing.T) {
spy := newGrammarSpy(t)
p := NewLLMPhraserAt(spy.srv.URL, Config{NoGrammar: true})
p := NewLLMPhraserAt(spy.srv.URL, Config{NoGrammar: true, LLMNudges: true})
callAllPhrasingPaths(t, p)