feat: make default fun level actually surface comedy (#272)

Most users never touch FUN_LEVEL. Default medium was shipping a stats
block but rarely a Best Takes block, and when it did it was below the
cluster fold where a synthesizing model had already stopped reading.
A 2,304-upvote Reddit comment ("WHAT?! I reached my monthly limit
just reading this post") on the 2026-04-17 Opus 4.7 run sat inside
cluster 11 and never made it into synthesis. Four coordinated changes:

1. render: promote Best Takes above the cluster list so the synthesizer
   sees comedy before it anchors on cluster 1.
2. render: lower medium threshold from 70 to 55 (heuristic maxes at 80),
   drop the two-gem floor to one-gem. Default now reliably emits the
   block on typical runs.
3. rerank: score individual top_comments by upvote ratio to their parent
   thread. A 2,304-upvote comment on a 300-upvote thread now outranks a
   400-upvote comment on a 3,400-upvote thread, which is the viral-wit
   signal. Handles both the LLM scoring path and the heuristic fallback.
4. render: merge scored comment gems into Best Takes alongside candidate
   gems, sorted together. Comment lines show body + parent title +
   r/subreddit or @handle + absolute upvotes.
5. SKILL: tell the synthesizer to quote at least two Best Takes entries
   verbatim, with an example of the new comment format.

Plan: docs/plans/2026-04-17-001-feat-default-fun-surfacing-plan.md

🤖 Generated with Claude Opus 4.7 (1M context) via [Claude Code](https://claude.com/claude-code) + Compound Engineering v2.56.1

Co-authored-by: Matt Van Horn <455140+mvanhorn@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
Matt Van Horn
2026-04-17 08:30:39 -04:00
committed by GitHub
parent 0103324701
commit bad1d312ef
5 changed files with 350 additions and 37 deletions
+113 -4
View File
@@ -387,15 +387,124 @@ class RenderBestTakesCompactTests(unittest.TestCase):
text = render.render_compact(report)
self.assertNotIn("## Best Takes", text)
def test_no_best_takes_with_1_high_fun_candidate(self):
"""No Best Takes section when only 1 candidate above threshold."""
def test_best_takes_with_1_high_fun_candidate(self):
"""Best Takes section appears even with only 1 candidate above threshold.
The single-gem floor means a single viral quote is enough to show the block,
which is essential for the default medium level on most research topics.
"""
candidates = [
self._make_candidate("c1", fun_score=80),
self._make_candidate("c2", fun_score=50),
self._make_candidate("c2", fun_score=40),
]
report = self._make_report_with_candidates(candidates)
text = render.render_compact(report)
self.assertNotIn("## Best Takes", text)
self.assertIn("## Best Takes", text)
self.assertIn("(fun:80)", text)
def test_best_takes_renders_above_clusters(self):
"""Best Takes section appears before the Ranked Evidence Clusters header."""
candidates = [
self._make_candidate("c1", fun_score=85),
self._make_candidate("c2", fun_score=75),
]
report = self._make_report_with_candidates(candidates)
text = render.render_compact(report)
self.assertLess(text.index("## Best Takes"), text.index("## Ranked Evidence Clusters"))
def test_comment_level_gem_appears_in_best_takes(self):
"""A high-fun top_comment on a low-fun parent candidate still qualifies."""
item = schema.SourceItem(
item_id="item-c1",
source="reddit",
title="Post c1",
body="Body.",
url="https://reddit.com/r/test/comments/c1/",
container="test",
published_at="2026-03-15",
date_confidence="high",
engagement={"score": 300, "num_comments": 30},
metadata={
"top_comments": [{
"body": "WHAT?! I reached my monthly limit just reading this post",
"excerpt": "WHAT?! I reached my monthly limit just reading this post",
"score": 2304,
"fun_score": 88.0,
}],
},
)
candidate = schema.Candidate(
candidate_id="c1",
item_id="item-c1",
source="reddit",
title="Post c1",
url="https://reddit.com/r/test/comments/c1/",
snippet="",
subquery_labels=["primary"],
native_ranks={"primary:reddit": 1},
local_relevance=0.9,
freshness=90,
engagement=88,
source_quality=1.0,
rrf_score=0.02,
rerank_score=92,
final_score=90,
sources=["reddit"],
source_items=[item],
fun_score=35.0, # parent below threshold
)
report = self._make_report_with_candidates([candidate])
text = render.render_compact(report)
self.assertIn("## Best Takes", text)
self.assertIn("WHAT?! I reached my monthly limit", text)
self.assertIn("2,304", text)
self.assertIn("r/test", text)
self.assertIn('in "Post c1"', text)
def test_comment_and_candidate_gems_sorted_by_fun_score(self):
"""Higher fun score comes first, regardless of whether it's a candidate or a comment."""
item = schema.SourceItem(
item_id="item-c1",
source="reddit",
title="Post c1",
body="Body.",
url="https://reddit.com/r/test/comments/c1/",
container="test",
engagement={"score": 100},
metadata={
"top_comments": [{
"body": "higher-ranked comment",
"score": 800,
"fun_score": 90.0,
}],
},
)
comment_candidate = schema.Candidate(
candidate_id="cc",
item_id="item-c1",
source="reddit",
title="Parent thread title",
url="https://reddit.com/r/test/comments/c1/",
snippet="",
subquery_labels=["primary"],
native_ranks={"primary:reddit": 1},
local_relevance=0.9,
freshness=90,
engagement=10,
source_quality=1.0,
rrf_score=0.02,
sources=["reddit"],
source_items=[item],
fun_score=30.0,
)
lower_candidate = self._make_candidate("cl", fun_score=70)
report = self._make_report_with_candidates([comment_candidate, lower_candidate])
text = render.render_compact(report)
comment_pos = text.find("higher-ranked comment")
lower_pos = text.find("(fun:70)")
self.assertNotEqual(comment_pos, -1)
self.assertNotEqual(lower_pos, -1)
self.assertLess(comment_pos, lower_pos)
if __name__ == "__main__":