Dear Nick, Gigi, COSMOS cluster folks, Cc: COSMOS fellows Last week we had a cluster workshop and a lot of couloir discussions wrt how to proceed further with cluster finding, list sharing, follow-up and so on. I think we miss here a well-defined strategy, which could make one of the topics of an upcoming telecon discussion. Here I would like to give an outline of the methods we plan to apply to the COSMOS data and the timescale for getting the results. (1) Photo-z galaxy concentration vs any X-ray source. Status: performed for the existing X-ray fields. Need to sort out a scheme of cluster follow-up as well as data sharing. Before I do something, m.b. we should discuss how to orgainize a joint work on that, so people do not feel affended. Guenther Hasinger suggests that the proposal should stem from SUBARU people. One settled, should take a week to release a list. Advantages: should include also clusters strongly affected by AGNs. Disadvantages: may include filaments and chance allignment (2) Wavelet-scale search for the X-ray source extent (Vikhlinin et al. 1998) Status: takes me 1 month to implement given the current work load Advantages: distant clusters that are not in photo-z catalog, less confusion Disadvantages: need to combine with more sophisticated cluster list cleaning algorithms. (3) Grouth-curve analysis (a) individual sources Status: Takes 1/2 year to implemet given the current work load for me and Hans Boehringer Advantages: 1d - can use stability of the 1d PSF profile of XMM and its nearly position independence (e.g. directly applicable to mosaics) Disadvantages: cannot distinguish multiple sources (b) multiple sources Status: takes 1 year to fully implement Advantages: the most sophisticated test, known to yield the cleanest cluster lists possible Disadvantages: Needs 2d PSF, which is observation-specific (tangential elongation wrt telescope center, telescope specific) and therefore requires XMMSAS programming on one hand and understanding the quality of the 2d PSF calibration on the other. (4) X-ray colors Status: color images from Guenther Hasinger; I propose to combine it with the method #1; available on the timescale of 1 month Advantages: additional support using the nature of source emission Disadvantages: should be used in combination with other methods. (5) combined search for clusters in optical and X-ray data Status: implemented by Schuecker et al. (2004); no plans to apply to COSMOS Advantages: lower limits achieved Disadvantages: XMM is background limited, not count limited. Therefore validity of the X-ray source needs to be proven before further complex analysis could be undertaken. Further suggestions are most wellcome. Cheers, Alexis.