Partial answer: the calculation in the end turns out to be less trivial than expected, but it does given an equivalent form in terms of a congruence of three Fibonacci numbers mod $p^2$.
Idea: $F_n$ is a linear combination of geometric progressions, and by a classical trick (writing as an integral and making a change of variables) we have:
$$\sum_{k=1}^n\frac{x^k}k = \sum_{k=1}^n\binom nk\frac{(x-1)^k-(-1)^k}k$$
Taking $n=p$ the binomial coefficient almost disappears and we obtain
$$H(x)=\sum_{k=1}^{p-1}\frac{x^k}k \equiv\frac{(x-1)^p+1-x^p}p\pmod p$$
(for all $x\in \mathbb Z$, or as polynomials in $x$) for $p$ odd.
To filter out even or odd terms, take $H(x)\pm H(-x)$.
Back to the problem: We have $F_n = C \cdot (\phi^n-(\phi')^{n})$ for some constant $C=1/(\phi-\phi')$. Here $\phi'=-\phi^{-1}$.
Some details to make everything legal: to make sure we don't divide by $0$ and all congruences make sense, from now on we work in the ring $A=\mathbb Z_{(p)}[(\sqrt 5)^{-1}]\subset\mathbb Q(\sqrt5)$, where $1,2, \ldots,p-1,\sqrt5=1/C,\phi$ are invertible. Choosing a maximal ideal $\mathfrak m$ containing $p$ gives a morphism of $\mathbb Z$-algebras to either $\mathbb F_p$ or $\mathbb F_{p^2}$, which sends Fibonacci numbers in $\mathbb Z$ to Fibonacci numbers mod $p$. An integer is in $\mathfrak m^k$ iff it is divisible by $p^k$, since $p\neq5$ is unramified.
Applying the above over $A$, we only have to calculate
$$\phi (H(\phi)-H(-\phi))\\ - \phi'( H(\phi')- H(-\phi'))$$
resp.
$$\phi' (H(\phi)-H(-\phi))\\ - \phi( H(\phi')- H(-\phi'))$$
modulo $p$, for which we now have closed forms. Equivalently, we can get rid of the denominator $p$ and prove that $p$ times that is $0$ mod $p^2$.
It is actually not obvious that it is $0\pmod {p^2}$. For the first one, writing everything in terms of $\pm$ powers of $\phi$ (using $-\phi'-1=-\phi^2$ etc), we get
$$[-p+1]-[p+1]+[2p+1]-[p+1]\\
-[p-1]+[-p-1]+[-2p-1]+[-p-1]$$
where $[n]$ denotes $\phi^n$. Using $[n]=\phi F_n+F_{n-1}$ and $F_{-n}=(-1)^nF_n$ this is:
$$(2\phi-1)(F_{2p+1}-2F_{p+1}-F_{p-1})$$
so it is equivalent to show
$$\bbox[5px,border:2px solid red]{F_{2p+1}-2F_{p+1}-F_{p-1} \equiv0\pmod{p^2}}\qquad p\equiv\pm1\pmod5$$
Likewise, for the second:
$$[-p-1]-[p-1]+[2p-1]-[p-1]\\
-[p+1]+[-p+1]+[-2p+1]+[-p+1]$$
which gives the equivalent (times $2\phi-1$)
$$\bbox[5px,border:2px solid red]{F_{2p-1}-2F_{p-1}-F_{p+1} \equiv0\pmod{p^2}}\qquad p\equiv\pm2\pmod5$$