feat(seo-data): content_quality verb — deterministic filler/AI-slop signal

Cherry-picked from claude-seo (github.com/AgriciDaniel/claude-seo, MIT)
content_quality.py, rewritten to the lib/seo-data contract per BDR-070. The
Content Shape axis was 100% LLM judgement; this gives it a measured input.

fetch.sh content_quality (stdin or --file) → {filler_score, ai_pattern_score,
information_density, overall_quality, flags[], matches{}}. 100% deterministic:
QRG §4.6 filler list (26 phrases) + AI-pattern list (46) kept intact, regex
matching, no LLM. Stdlib only (argparse/json/re/sys/collections/typing).

Advisory, NOT a verdict — the point of the wiring. It never claims a page "is
AI-written" (LRN-131/133); flags are candidates for human review. geo-analyzer
STEP 8 Check 10 makes it a deterministic input that INFORMS checks 1-9, never
replaces them, never scored on its own. A low number is not an automatic
finding.

Detection proven both directions (a detector that always- or never-flags is
useless): filler+slop text → flags [filler, low-density], overall 34-49; clean
dense factual text (dates/EUR/percentages) → no flags, overall 90. Empty input →
degraded/empty_input, never zeros-as-a-result.

Verified: GATE 1 verifier CONFORME 10/10 (both directions exercised live, lists
diffed intact vs source, advisory language confirmed); GATE 2 self-scan clean
(only sink is read-only open() for --file); seo-data 190 → 210 pass, 0 fail;
full suite green; shellcheck + py_compile clean.
This commit is contained in:
Bastien Chanot
2026-07-17 19:06:58 +02:00
parent fb0b587240
commit b271e83fb6
5 changed files with 371 additions and 1 deletions
+3 -1
View File
@@ -36,6 +36,8 @@ case "$cmd" in
exec "$PY" "$HERE/score.py" --store "$STORE" "$@" ;;
schema_gen)
exec "$PY" "$HERE/schema_gen.py" --store "$STORE" "$@" ;;
content_quality)
exec "$PY" "$HERE/content_quality.py" --store "$STORE" "$@" ;;
drift)
exec "$PY" "$HERE/drift.py" --store "$STORE" "$@" ;;
rendercheck)
@@ -54,6 +56,6 @@ case "$cmd" in
fi
echo '{"status":"error","reason":"usage: fetch.sh forget {--label <label>|--all} (label charset: A-Za-z0-9._-)"}'
exit 2 ;;
*) echo '{"status":"error","reason":"usage: fetch.sh {accounts|crux|queries|inspect|cannibal|sitemap|rendercheck|linkgraph|drift|score|schema_gen|forget} [flags]"}'
*) echo '{"status":"error","reason":"usage: fetch.sh {accounts|crux|queries|inspect|cannibal|sitemap|rendercheck|linkgraph|drift|score|schema_gen|content_quality|forget} [flags]"}'
exit 2 ;;
esac