The follow up. It is an interesting oscillator. Top PCB (heated, working temp around 75C) is actually a 20 Mhz sine oscillator. Bottom PCB is a divide by 2 sine output (final). No datasheet for this module (so far), so no real specs, but I expect this to be some ultra low phase noise thingy.
Below is oscillator section reverse enigeered, not 100% guaranteed, but seems logical, so might be correct afterall. A lot of passives not measured, of course might be done, but I don't want to start removing components for no reason at the moment.
What is clear after testing with no lid is that someone came and stole some Q.
It simply has marginal loop gain or so it seems. Without lid it works even slighly worse and sometimes has problem to start at all if cold. The complicating thing is that they use a lot of tuned circuits here. And I don't understand yet is it the crystal which deteriorated (I've seen such things happen) or is it the varactor or these tuned tanks. Amplitude control feedback is working as expected, it is just a DC voltage controlling the bias based on output stage amplitude.
Found some weird things like zero ohms resistor (jumper) across populated capacitor. Really had hopes that capacitor is cracked and shorted, but no. Also found small rf capacitor seemingly between grounds. Both of grounds goes into vias, one of them I really can't check without xray (4 layer PCB). Does not seem that they use ground separation or anything such fancy, so seemed weird, but oh well. All the components are glued with some kind of epoxy, even solder joints are covered, makes it hard to probe. Crystal is likely impossible to remove without risking serious destruction.
Tried injecting a signal, overall the passband of all stages together seems alright and centered, but that does not say much about the tuning of individual tanks. Thinking how should I do it. Add trimmer caps everywhere?
My theories:
1. XTAL Q deteriorated due to overdrive, temperature or vibrations
2. Varactor Q deteriorated
3. BJT deteriorated
4. LC tuned circuits marginal from factory due to component variations plus drifted due to aging
5. Some random failure which I haven't found