Query to output column names and data types of a query, table or view Is there a PostgreSQL query or command that returns the field names and field types of a query, table or view?

E.g., a solution if applied to simple SELECT query like SELECT * from person should return a list like:

Column Name   | Column Type
===========================
First Name    | character
Last Name     | character
Age           | integer
Date of Birth | date


I have looked up the information_schema views described in an answer below and it seems to cover tables quite well, and I suspect it covers views as well but I haven't  checked that yet.

The last is any arbitrary but valid SELECT query eg involving, JOINS,  UNIONS etc, on the database. Is there a built-in procedure, or other stored procedure or script that can return the same for any valid QUERY at all?

I am developing a program that creates data and querying forms and the information is needed for data validation and executing functions on the returned data.
Information schema vs. system catalogs
We have had discussions about this many times. The information schema serves certain purposes. If you know your way around the system catalogs, those serve most purposes better, IMO. The system catalogs are the actual source of all information.
The information schema provides standardized views which help with portability, mostly across major Postgres versions, because portability across different RDBMS platforms typically is an illusion once your queries are sophisticated enough to need to look up system catalogs. And, notably, Oracle still doesn't support the information schema.
Views in the information schema must jump through many hoops to achieve a format complying to the standard. This makes them slow, sometimes very slow. Compare plans and performance for these basic objects:
EXPLAIN ANALYZE SELECT * from information_schema.columns;
EXPLAIN ANALYZE SELECT * from pg_catalog.pg_attribute;

The difference is remarkable. It really depends on what you are looking for.
Your example
For your example SELECT * from tbl, compare the two queries below for this simple table:
CREATE TEMP TABLE foo(
   A numeric(12,3)
 , b timestamp(0)
);

Using pg_attribute:
SELECT attname, format_type(atttypid, atttypmod) AS type
FROM   pg_attribute
WHERE  attrelid = 'foo'::regclass
AND    attnum &gt; 0
AND    NOT attisdropped
ORDER  BY attnum;

format_type() returns the complete type with all modifiers:
attname | type
--------+-------------------------------
a       | numeric(12,3)
b       | timestamp(0) without time zone

Also note that the cast to regclass resolves the table name somewhat intelligently according to the current search_path. It also raises an exception if the name is not valid. Details:

ERROR: could not find array type for datatype information_schema.sql_identifier

Using information_schema.columns:
SELECT column_name, data_type
FROM   information_schema.columns
WHERE  table_name = 'foo'
ORDER  BY ordinal_position;

The information is standardized, but incomplete:
column_name | data_type
------------+----------------------------
a           | numeric
b           | timestamp without time zone

To get full information for the data type you need to consider all of these columns additionally:
character_maximum_length
character_octet_length
numeric_precision
numeric_precision_radix
numeric_scale
datetime_precision
interval_type
interval_precision

Related answers:

How to check if a table exists in a given schema (on SO)
How do I list all columns for a specified table

A list of pros &amp; cons, the biggest pros (IMO) in bold:
Information schema views

often simpler (depends)
slow
preprocessed, which may or may not suit your needs
selective (users only see objects they have privileges for)
conforming to an SQL standard (that's implemented by some of the major RDBMS)
mostly portable across major Postgres versions
do not require much specific knowledge about Postgres
identifiers are descriptive, long and sometimes awkward

System catalogs

often more complex (depends), closer to the source
fast
complete (system columns like oid included)
not complying to an SQL standard
less portable across major Postgres versions (but basics aren't going to change)
require more specific knowledge about Postgres
identifiers are terse, less descriptive but conveniently short

Arbitrary query
To get the same list of column names and types from a query, you could use a simple trick: CREATE a temporary table from the query output, then use the same techniques as above.
You can append LIMIT 0, since you do not need actual data:
CREATE TEMP TABLE tmp123 AS
SELECT 1::numeric, now()
LIMIT  0;

To get the data type of individual columns, you can also use the function pg_typeof():
SELECT pg_typeof(1);