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feat(quality): YouTube relevance scoring and cross-source linking

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YouTube videos now get real relevance scores based on token overlap
between the search query and video title (was hardcoded at 0.7).
Uses ratio overlap with stopword removal, floored at 0.1.

Cross-source linking annotates items that discuss the same story
across different platforms (e.g., Reddit + HN + X). Items get
bidirectional cross_refs displayed as [xref: R3, HN5] in compact
output so Claude can triangulate multi-platform coverage.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Matt Van Horn
2026-02-25 10:46:58 -08:00
parent f60a4359a0
commit 0591f55f0e
8 changed files with 642 additions and 14 deletions
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scripts/lib/render.py
+13 -5
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@@ -11,6 +11,14 @@ from . import schema
OUTPUT_DIR = Path.home() / ".local" / "share" / "last30days" / "out"
def _xref_tag(item) -> str:
"""Return ' [xref: X1, HN3]' string if item has cross_refs, else ''."""
refs = getattr(item, 'cross_refs', None)
if refs:
return f" [xref: {', '.join(refs)}]"
return ""
def ensure_output_dir():
"""Ensure output directory exists. Supports env override and sandbox fallback."""
global OUTPUT_DIR
@@ -134,7 +142,7 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
date_str = f" ({item.date})" if item.date else " (date unknown)"
conf_str = f" [date:{item.date_confidence}]" if item.date_confidence != "high" else ""
lines.append(f"**{item.id}** (score:{item.score}) r/{item.subreddit}{date_str}{conf_str}{eng_str}")
lines.append(f"**{item.id}** (score:{item.score}) r/{item.subreddit}{date_str}{conf_str}{eng_str}{_xref_tag(item)}")
lines.append(f" {item.title}")
lines.append(f" {item.url}")
lines.append(f" *{item.why_relevant}*")
@@ -176,7 +184,7 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
date_str = f" ({item.date})" if item.date else " (date unknown)"
conf_str = f" [date:{item.date_confidence}]" if item.date_confidence != "high" else ""
lines.append(f"**{item.id}** (score:{item.score}) @{item.author_handle}{date_str}{conf_str}{eng_str}")
lines.append(f"**{item.id}** (score:{item.score}) @{item.author_handle}{date_str}{conf_str}{eng_str}{_xref_tag(item)}")
lines.append(f" {item.text[:200]}...")
lines.append(f" {item.url}")
lines.append(f" *{item.why_relevant}*")
@@ -205,7 +213,7 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
date_str = f" ({item.date})" if item.date else ""
lines.append(f"**{item.id}** (score:{item.score}) {item.channel_name}{date_str}{eng_str}")
lines.append(f"**{item.id}** (score:{item.score}) {item.channel_name}{date_str}{eng_str}{_xref_tag(item)}")
lines.append(f" {item.title}")
lines.append(f" {item.url}")
if item.transcript_snippet:
@@ -239,7 +247,7 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
date_str = f" ({item.date})" if item.date else ""
lines.append(f"**{item.id}** (score:{item.score}) hn/{item.author}{date_str}{eng_str}")
lines.append(f"**{item.id}** (score:{item.score}) hn/{item.author}{date_str}{eng_str}{_xref_tag(item)}")
lines.append(f" {item.title}")
lines.append(f" {item.hn_url}")
lines.append(f" *{item.why_relevant}*")
@@ -265,7 +273,7 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
date_str = f" ({item.date})" if item.date else " (date unknown)"
conf_str = f" [date:{item.date_confidence}]" if item.date_confidence != "high" else ""
lines.append(f"**{item.id}** [WEB] (score:{item.score}) {item.source_domain}{date_str}{conf_str}")
lines.append(f"**{item.id}** [WEB] (score:{item.score}) {item.source_domain}{date_str}{conf_str}{_xref_tag(item)}")
lines.append(f" {item.title}")
lines.append(f" {item.url}")
lines.append(f" {item.snippet[:150]}...")