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>
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@@ -89,9 +89,11 @@ def _extract_core_subject(topic: str) -> str:
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# Research/meta descriptors
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'best', 'top', 'good', 'great', 'awesome', 'killer',
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'latest', 'new', 'news', 'update', 'updates',
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'trendiest', 'trending', 'hottest', 'hot', 'popular', 'viral',
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'practices', 'features', 'guide', 'tutorial',
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'recommendations', 'advice', 'review', 'reviews',
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'usecases', 'examples', 'comparison', 'versus', 'vs',
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'plugin', 'plugins', 'skill', 'skills', 'tool', 'tools',
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# Prompting meta words
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'prompt', 'prompts', 'prompting', 'techniques', 'tips',
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'tricks', 'methods', 'strategies', 'approaches',
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@@ -286,6 +288,21 @@ def search_x(
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_log(f"0 results for '{core_topic}', retrying with '{shorter}'")
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query = f"{shorter} since:{from_date}"
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response = _run_bird_search(query, count, timeout)
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items = parse_bird_response(response)
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# Last-chance retry: use strongest remaining token (often the product name)
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if not items and core_words:
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low_signal = {
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'trendiest', 'trending', 'hottest', 'hot', 'popular', 'viral',
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'best', 'top', 'latest', 'new', 'plugin', 'plugins',
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'skill', 'skills', 'tool', 'tools',
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}
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candidates = [w for w in core_words if w not in low_signal]
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if candidates:
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strongest = max(candidates, key=len)
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_log(f"0 results for '{core_topic}', retrying with strongest token '{strongest}'")
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query = f"{strongest} since:{from_date}"
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response = _run_bird_search(query, count, timeout)
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return response
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