Range lower bound restriction does not consider -infinity

WITH domains AS (
SELECT cdu.table_schema, cdu.table_name, cdu.column_name, (SELECT data_type FROM INFORMATION_SCHEMA.domains AS d
WHERE d.domain_schema=dc.domain_schema AND d.domain_name=dc.domain_name) AS data_type, cc.check_clause
FROM ((INFORMATION_SCHEMA.column_domain_usage AS cdu INNER JOIN
INFORMATION_SCHEMA.tables AS t USING (table_schema, table_name)) INNER JOIN INFORMATION_SCHEMA.domain_constraints AS dc
USING (domain_schema, domain_name)) INNER JOIN INFORMATION_SCHEMA.check_constraints AS cc
USING (constraint_catalog, constraint_schema, constraint_name)
WHERE t.table_type='BASE TABLE' AND cc.check_clause NOT LIKE '%IS NOT NULL'  AND 
cdu.table_schema NOT IN (SELECT schema_name
FROM INFORMATION_SCHEMA.schemata
WHERE schema_name<>'public' AND
schema_owner='postgres' AND catalog_name IS NOT NULL AND schema_name IS NOT NULL)),

range_domains AS (
SELECT table_schema, table_name, column_name, data_type, check_clause
FROM domains
WHERE data_type ~* 'range'),

range_simple_chk AS (SELECT 
(SELECT nspname FROM pg_namespace WHERE oid=c.relnamespace) AS table_schema,
c.relname as table_name, 
a.attname AS column_name,
t.typname AS type_name,
regexp_replace(pg_get_constraintdef(o.oid),'^CHECK ','','i')::text AS check_clause
FROM pg_constraint o INNER JOIN pg_class c ON c.oid = o.conrelid
INNER JOIN pg_attribute a ON a.attrelid = c.oid AND a.attnum = o.conkey[1] AND a.attisdropped = FALSE
INNER JOIN pg_type t ON a.atttypid=t.oid
WHERE cardinality(o.conkey)=1 AND o.contype = 'c' AND t.typname ~* 'range'
UNION SELECT table_schema, table_name, column_name, data_type, check_clause::text
FROM range_domains),

range_columns AS (SELECT table_schema, table_name, column_name, data_type
FROM INFORMATION_SCHEMA.columns
WHERE data_type~*'range' 
AND (table_schema, table_name) IN (SELECT table_schema, table_name
FROM INFORMATION_SCHEMA.tables WHERE table_type='BASE TABLE') AND 
table_schema NOT IN (SELECT schema_name
FROM INFORMATION_SCHEMA.schemata
WHERE schema_name<>'public' AND
schema_owner='postgres' AND schema_name IS NOT NULL)),

fk_columns AS (select target_schema as table_schema, target_table as table_name, a.attname as column_name
from (select 
(select nspname from pg_namespace where oid=c.relnamespace) as target_schema,
c.relname as target_table, 
c.oid as target_table_oid,
unnest(o.conkey) AS target_col
from pg_constraint o inner join pg_class c on c.oid = o.conrelid
where o.contype = 'f') t
inner join pg_attribute a on t.target_col = a.attnum and t.target_table_oid = a.attrelid and a.attisdropped = false)

SELECT  table_schema, table_name, column_name, data_type
FROM range_columns AS tc
WHERE EXISTS (SELECT 1 
FROM range_simple_chk AS tsc 
WHERE tc.table_schema=tsc.table_schema 
AND tc.table_name=tsc.table_name
AND tc.column_name=tsc.column_name
AND check_clause~*'(not.*lower_inf|lower[[:space:]]*\(.*is[[:space:]]+not[[:space:]]+null|not[[:space:]]+lower[[:space:]]*\(.*is[[:space:]]+null)'
) 
AND EXISTS (SELECT 1 
FROM range_simple_chk AS tsc 
WHERE tc.table_schema=tsc.table_schema 
AND tc.table_name=tsc.table_name
AND tc.column_name=tsc.column_name
AND tsc.check_clause~*'lower[[:space:]]*\((?!.null)'
) AND NOT EXISTS (SELECT 1 
FROM range_simple_chk AS tsc 
WHERE tc.table_schema=tsc.table_schema 
AND tc.table_name=tsc.table_name
AND tc.column_name=tsc.column_name
AND tsc.check_clause~*'lower[[:space:]]*\(.\''\-infinity\'''
)
AND NOT EXISTS (SELECT 1 FROM fk_columns AS f WHERE tc.table_schema=f.table_schema AND tc.table_name=f.table_name
AND tc.column_name=f.column_name)
ORDER BY table_schema, table_name, column_name;