Pain Research Pipeline — Quality Report

Run date: 2026-07-13 · 2 niches · Stainless Steel Cat Fountain + Peekaboo Cat Cave

202
Total Quotes
18
Pain Clusters
134
Structures
62.7%
OK Rate
84/84
G5 Pass Rate

Per-Stage Execution

SSCF — Stainless Steel Cat Fountain
StageDetailDuration
Stage 0 — Raw Crawl138 raw posts7.5 min
Stage 1 — Symptom Extraction38 symptoms2.4 min
Stage 1.5 — Mergemerge done38s
Stage 2 — Quote Harvest94 quotes (Reddit 83, IG 11)84 min
Stage 3 — Clustering9 clusters (Opus)77s
Stage 4 — Report353 lines
Stage 5a — Structure Gen69 structures (Opus)36 min
Stage 5b — Dedup0 deduped
Stage 5c — G5 GatePASS 33/33
PCC — Peekaboo Cat Cave
StageDetailDuration
Stage 0 — Raw Crawl144 raw posts10 min
Stage 1 — Symptom Extraction34 symptoms2.5 min
Stage 1.5 — Mergemerge done36s
Stage 2 — Quote Harvest108 quotes (Reddit 96, IG 12)80 min
Stage 3 — Clustering9 clusters (Opus)81s
Stage 4 — Reportreport generated
Stage 5a — Structure Gen65 structures (Opus)26 min
Stage 5b — Dedup0 deduped
Stage 5c — G5 GatePASS 51/51

Warnings & Gate Summary

SSCF
G1 Freshness 0% Stage 0 — no recency filter on raw posts
G2 Freshness 58.5% Quote-level freshness moderate
G3 Novelty 13.2% Low novelty — many known pains
G4 Diversity 42.1% Moderate source diversity
PCC
G1 Freshness 0% Stage 0 — no recency filter on raw posts
G2 Freshness 56.5% Quote-level freshness moderate
G3 Novelty 5.9% Very low novelty — mostly known pains
G4 Diversity 58.8% Moderate-high source diversity

Structure Quality Breakdown

SSCF — 69 structures
33 OK
3 fail
StatusCount%
ok3347.8%
insufficient_evidence34.3%
s5_invalid00.0%
other3347.8%
PCC — 65 structures
51 OK
6 fail
StatusCount%
ok5178.5%
insufficient_evidence69.2%
s5_invalid00.0%
other812.3%

Per-Cluster Structure Quality

SSCF
ClusterNameOKFailTotalOK %
c001I'm terrified my cat's urinary blockage will happen again35838%
c002My cat has kidney disease and I'm desperately trying to get more water into them26825%
c003My cat won't drink water no matter what I try16714%
c004The fountain gets disgusting with slimy biofilm no matter how much I scrub35838%
c005I can't tell if my cat is drinking enough and the not-knowing terrifies me71888%
c006My cat only drinks from the sink and ignores every fountain I buy34743%
c007The guilt is destroying me — I feel like I failed my cat62875%
c008I can't afford the vet but my cat clearly needs help53862%
c009The pump keeps breaking and I'm tired of replacing fountains34743%
PCC
ClusterNameOKFailTotalOK %
c001I've tried everything and my cat is STILL destroying my furniture707100%
c002My cat keeps me up all night scratching doors and I'm exhausted707100%
c003My cat hides all the time and I don't know if something is seriously wrong808100%
c004I'm renting and terrified my cat's scratching will get me evicted71888%
c005My cat is bored and restless and I feel guilty I'm not doing enough808100%
c006My cats won't stop fighting and I'm out of ideas0770%
c007My cat is anxious and stressed and I can't give them a safe space707100%
c008I finally have nice furniture and I'm terrified my cat will destroy it707100%
c009I have multiple cats and there's not enough space for all of them0660%

Grounding (Gate G5) Summary

SSCF: 0/33 (0.0%) checkable structures NOT_FOUND, within threshold 20%

PCC: 0/51 (0.0%) checkable structures NOT_FOUND, within threshold 20%


SSCF: checkable=33, skipped_insufficient=36, fail_not_found=0

PCC: checkable=51, skipped_insufficient=14, fail_not_found=0

Final Verdict

✅ PASS — Both niches completed successfully. All OK structures passed G5 grounding (100%).

SSCF: 33/69 structures OK (47.8%), G5 33/33 pass

PCC: 51/65 structures OK (78.5%), G5 51/51 pass


Both niches show low G3 novelty scores, indicating coverage of well-known cat owner pains. G1 freshness at 0% in both niches suggests raw crawl did not apply recency filtering. Stage 2 (quote harvest) is the runtime bottleneck at 80–84 min per niche.