René's URL Explorer Experiment


Title: fix: correct query/explain/path resolution failures on natural-language input by nokternol · Pull Request #1658 · Graphify-Labs/graphify · GitHub

Open Graph Title: fix: correct query/explain/path resolution failures on natural-language input by nokternol · Pull Request #1658 · Graphify-Labs/graphify

X Title: fix: correct query/explain/path resolution failures on natural-language input by nokternol · Pull Request #1658 · Graphify-Labs/graphify

Description: AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. - fix: correct query/explain/path resolution failures on natural-language input by nokternol · Pull Request #1658 · Graphify-Labs/graphify

Open Graph Description: Summary query, explain, and path are designed to accept natural-language input, but several parts of the resolution and ranking pipeline only worked correctly for short, exact identifier-style inpu...

X Description: Summary query, explain, and path are designed to accept natural-language input, but several parts of the resolution and ranking pipeline only worked correctly for short, exact identifier-style inpu...

Opengraph URL: https://github.com/Graphify-Labs/graphify/pull/1658

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fix: correct query/explain/path resolution failures on natural-language inputhttps://github.com/Graphify-Labs/graphify/pull/1658#top
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Jul 4, 2026https://github.com/Graphify-Labs/graphify/pull/1658#issue-4809768870
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July 1, 2026 21:17https://github.com/Graphify-Labs/graphify/pull/1658#commits-pushed-cc04070
https://github.com/nokternol
fix: guarantee per-term BFS seed diversity in query (https://github.com/Graphify-Labs/graphify/pull/1658/commits/cc0407032b75c7dfd6a1f3ffd9b165568eef12e0
fixeshttps://github.com/Graphify-Labs/graphify/pull/1658/commits/cc0407032b75c7dfd6a1f3ffd9b165568eef12e0
Graphify-L…https://github.com/Graphify-Labs/graphify/issues/1445
cc04070https://github.com/Graphify-Labs/graphify/pull/1658/commits/cc0407032b75c7dfd6a1f3ffd9b165568eef12e0
…abs#1445https://github.com/Graphify-Labs/graphify/issues/1445
Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
https://github.com/nokternol
fix: reattach cached semantic content on incremental AST-only rebuilds (https://github.com/Graphify-Labs/graphify/pull/1658/commits/4f50b8ce03c6e5e5b22fe975604c8616f4b79cd4
4f50b8chttps://github.com/Graphify-Labs/graphify/pull/1658/commits/4f50b8ce03c6e5e5b22fe975604c8616f4b79cd4
Graphify-Labs#1610https://github.com/Graphify-Labs/graphify/issues/1610
https://github.com/nokternol
fix: rank query output by relevance, not raw degree (https://github.com/Graphify-Labs/graphify/pull/1658/commits/421d77d3ed9389a8e73952bac54876c55474f5ff
Graphify-Labs#1612https://github.com/Graphify-Labs/graphify/discussions/1612
)https://github.com/Graphify-Labs/graphify/pull/1658/commits/421d77d3ed9389a8e73952bac54876c55474f5ff
421d77dhttps://github.com/Graphify-Labs/graphify/pull/1658/commits/421d77d3ed9389a8e73952bac54876c55474f5ff
Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
https://github.com/nokternol
fix: surface ambiguous/precedence-collapsed matches in explain (https://github.com/Graphify-Labs/graphify/pull/1658/commits/456caf8aada7cf77ddc515a4c5ba16852796ea5c
Graph…https://github.com/Graphify-Labs/graphify/pull/1613
456caf8https://github.com/Graphify-Labs/graphify/pull/1658/commits/456caf8aada7cf77ddc515a4c5ba16852796ea5c
…ify-Labs#1613https://github.com/Graphify-Labs/graphify/pull/1613
Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
https://github.com/nokternol
fix: surface ambiguous endpoint matches in path instead of warning (https://github.com/Graphify-Labs/graphify/pull/1658/commits/eb4f83f3bde1d31d3492377088bd310ffe3b5fec
G…https://github.com/Graphify-Labs/graphify/pull/1614
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Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
Graphify-Labs#1613https://github.com/Graphify-Labs/graphify/pull/1613
Graphify-Labs#1613https://github.com/Graphify-Labs/graphify/pull/1613
Graphify-Labs#1613https://github.com/Graphify-Labs/graphify/pull/1613
Graphify-Labs#1614https://github.com/Graphify-Labs/graphify/pull/1614
https://github.com/nokternol
fix: explain falls back to term-overlap candidates instead of hard fa…https://github.com/Graphify-Labs/graphify/pull/1658/commits/2427abefe1d8dc20fcd8e06dd5f7073d83634059
2427abehttps://github.com/Graphify-Labs/graphify/pull/1658/commits/2427abefe1d8dc20fcd8e06dd5f7073d83634059
Graphify-Labs#1616https://github.com/Graphify-Labs/graphify/pull/1616
Graphify-Labs#1613https://github.com/Graphify-Labs/graphify/pull/1613
https://github.com/nokternol
fix: gate _score_nodes' full-query bonus to multi-token queries (https://github.com/Graphify-Labs/graphify/pull/1658/commits/1138e903543e51c14bd0de01f36c08d630223fca
Grap…https://github.com/Graphify-Labs/graphify/pull/1617
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…hify-Labs#1617https://github.com/Graphify-Labs/graphify/pull/1617
Graphify-Labs#1445https://github.com/Graphify-Labs/graphify/issues/1445
https://github.com/nokternol
fix: cap explain's term-overlap fallback to avoid noise floods (https://github.com/Graphify-Labs/graphify/pull/1658/commits/cd436f75fd0112def16ffe8b0e12d450cd665bcd
Graph…https://github.com/Graphify-Labs/graphify/issues/1618
cd436f7https://github.com/Graphify-Labs/graphify/pull/1658/commits/cd436f75fd0112def16ffe8b0e12d450cd665bcd
…ify-Labs#1618https://github.com/Graphify-Labs/graphify/issues/1618
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July 6, 2026 01:34https://github.com/Graphify-Labs/graphify/pull/1658#event-27584864421
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