As shown on Wikipedia's article about golden ratio (letters in the blockquote indicate points on the picture provided by Wikipedia):
If angle BCX = α, then XCA = α because of the bisection, and CAB = α because of the similar triangles; ABC = 2α from the original isosceles symmetry, and BXC = 2α by similarity. The angles in a triangle add up to 180°, so 5α = 180, giving α = 36°. So the angles of the golden triangle are thus 36°-72°-72°. The angles of the remaining obtuse isosceles triangle AXC (sometimes called the golden gnomon) are 36°-36°-108°.
From the given above (in the question) $AH=TH= \phi$ and $m(\angle AHT)=36°$, So by using Law of cosines:
$${AT}^2={AH}^2+{TH}^2-2(AH)(TH)(\cos {\angle AHT}) \\ {AT}^2={\phi}^2+{\phi}^2-2(\phi)(\phi)(\cos {36°}) \\ {AT}^2=2{\phi}^2-2\phi^2 \cdot \cos {36°} \\ {AT}^2=2 \left( {\frac {3+ \sqrt 5}{2}} \right) -2 \left( {\frac {3+ \sqrt 5}{2}} \right) (\cos {36°})=1 \\ AT=\sqrt 1 =1$$
Similarly,
$${AC}^2=2 {\phi}^2-2{\phi}^2(\cos 108°)={\phi}^4 \\ AC = {\phi}^2$$
Now you know it, law of cosines is the trick in such questions.
I hope my answer helps you !
Another solution:-
You can use trigonometrical functions to get the height of any of the two triangles and then use Pythagoras theorem to find other sides (in each triangle).