feat(bird_x): add noise words + last-chance retry with strongest token

Cherry-picked from PR #24 (el-analista). Adds trending/viral/plugin/skill/tool
noise words to _extract_core_subject, and a last-chance retry that falls back
to the longest non-noise token when 2-word retry also returns 0 results.

cache.py and render.py env overrides were already on main.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Matt Van Horn
2026-03-03 00:39:52 -08:00
parent 82efa6100b
commit 6ae4b16791
2 changed files with 74 additions and 0 deletions
+17
View File
@@ -89,9 +89,11 @@ def _extract_core_subject(topic: str) -> str:
# Research/meta descriptors
'best', 'top', 'good', 'great', 'awesome', 'killer',
'latest', 'new', 'news', 'update', 'updates',
'trendiest', 'trending', 'hottest', 'hot', 'popular', 'viral',
'practices', 'features', 'guide', 'tutorial',
'recommendations', 'advice', 'review', 'reviews',
'usecases', 'examples', 'comparison', 'versus', 'vs',
'plugin', 'plugins', 'skill', 'skills', 'tool', 'tools',
# Prompting meta words
'prompt', 'prompts', 'prompting', 'techniques', 'tips',
'tricks', 'methods', 'strategies', 'approaches',
@@ -286,6 +288,21 @@ def search_x(
_log(f"0 results for '{core_topic}', retrying with '{shorter}'")
query = f"{shorter} since:{from_date}"
response = _run_bird_search(query, count, timeout)
items = parse_bird_response(response)
# Last-chance retry: use strongest remaining token (often the product name)
if not items and core_words:
low_signal = {
'trendiest', 'trending', 'hottest', 'hot', 'popular', 'viral',
'best', 'top', 'latest', 'new', 'plugin', 'plugins',
'skill', 'skills', 'tool', 'tools',
}
candidates = [w for w in core_words if w not in low_signal]
if candidates:
strongest = max(candidates, key=len)
_log(f"0 results for '{core_topic}', retrying with strongest token '{strongest}'")
query = f"{strongest} since:{from_date}"
response = _run_bird_search(query, count, timeout)
return response