feat: v3.0.0 - intelligent search, GitHub person/project mode, ELI5, 13+ sources
v3 rewrites the search engine from the ground up: - Intelligent pre-research: resolves X handles, GitHub repos, subreddits, TikTok hashtags, and YouTube channels before searching - GitHub person-mode: PR velocity, top repos by stars, release notes - GitHub project-mode: live star counts, README, releases, top issues - ELI5 mode: plain language synthesis, no jargon - 13+ sources: Reddit, X, YouTube, TikTok, Instagram, HN, Polymarket, GitHub, Threads, Pinterest, Perplexity, Bluesky, Web - Free Reddit comments via public JSON (no API key needed) - Fun judge v2: humor scoring baked into narrative - Cookie consent before browser scanning - 10,000 free ScrapeCreators calls - 1,012 tests Thank you to the community contributors whose issues and PRs shaped v3: @uppinote20 (#143), @zerone0x (#134, #136), @thinkun (#116), @thomasmktong (#124), @fanispoulinakisai-boop (#100), @pejmanjohn (#78), @zl190 (#115), @hnshah (#84, #85, #86) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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import sys
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import unittest
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).resolve().parents[1] / "scripts"))
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from lib import query
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class QueryV3Tests(unittest.TestCase):
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def test_extract_core_subject_strips_prefix_and_noise(self):
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result = query.extract_core_subject("What are the best Claude Code skills for startups?")
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self.assertEqual("claude code startups", result)
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def test_extract_core_subject_supports_suffix_stripping_and_max_words(self):
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result = query.extract_core_subject(
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"How to use Claude Code prompting techniques",
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strip_suffixes=True,
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max_words=2,
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)
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self.assertEqual("claude code", result)
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def test_extract_core_subject_preserves_original_when_noise_removes_everything(self):
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result = query.extract_core_subject("all tokens", noise=frozenset({"all", "tokens"}))
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self.assertEqual("all tokens", result)
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def test_extract_core_subject_handles_empty_query_and_custom_noise(self):
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self.assertEqual("", query.extract_core_subject(" "))
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result = query.extract_core_subject(
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"OpenClaw release notes",
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noise=frozenset({"release"}),
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max_words=2,
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)
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self.assertEqual("openclaw notes", result)
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def test_extract_compound_terms_finds_hyphenated_and_title_cased_phrases(self):
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terms = query.extract_compound_terms("Best multi-agent patterns in Claude Code and React Native")
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self.assertIn("multi-agent", terms)
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self.assertIn("Claude Code", terms)
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self.assertIn("React Native", terms)
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if __name__ == "__main__":
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unittest.main()
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